深度强化学习实验室
来源：ICLR2021
编辑：DeepRL
[1]. What Matters for On-Policy Deep Actor-Critic Methods? A Large-Scale Study
平均得分: 8
得分: ['7', '9', '9', '7']
论文链接: openreview.net/forum?id=nI…
[2]. Invariant Representations for Reinforcement Learning without Reconstruction
平均得分: 7.67
得分: ['9', '7', '7']
论文链接: openreview.net/forum?id=-2…
[3]. Winning the L2RPN Challenge: Power Grid Management via Semi-Markov Afterstate Actor-Critic
平均得分: 7.5
得分: ['7', '9', '7', '7']
论文链接: openreview.net/forum?id=Lm…
[4]. Deep symbolic regression: Recovering mathematical expressions from data via risk-seeking policy gradients
平均得分: 7.5
得分: ['9', '5', '8', '8']
论文链接: openreview.net/forum?id=m5…
[5]. Parrot: Data-Driven Behavioral Priors for Reinforcement Learning
平均得分: 7.5
得分: ['8', '7', '6', '9']
论文链接: openreview.net/forum?id=Ys…
[6]. Evolving Reinforcement Learning Algorithms
平均得分: 7.33
得分: ['9', '6', '7']
论文链接: openreview.net/forum?id=0X…
[7]. Global optimality of softmax policy gradient with single hidden layer neural networks in the mean-field regime
平均得分: 7
得分: ['7', '7', '7', '7']
论文链接: openreview.net/forum?id=bB…
[8]. Single-Timescale Actor-Critic Provably Finds Globally Optimal Policy
平均得分: 7
得分: ['8', '8', '7', '5']
论文链接: openreview.net/forum?id=pq…
[9]. UPDeT: Universal Multi-agent RL via Policy Decoupling with Transformers
平均得分: 7
得分: ['7', '9', '5']
论文链接: openreview.net/forum?id=v9…
[10]. Regularized Inverse Reinforcement Learning
平均得分: 6.8
得分: ['6', '6', '7', '8', '7']
论文链接: openreview.net/forum?id=Hg…
[11]. Randomized Ensembled Double Q-Learning: Learning Fast Without a Model
平均得分: 6.75
得分: ['6', '7', '7', '7']
论文链接: openreview.net/forum?id=AY…
[12]. Deployment-Efficient Reinforcement Learning via Model-Based Offline Optimization
平均得分: 6.75
得分: ['8', '7', '5', '7']
论文链接: openreview.net/forum?id=3h…
[13]. Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels
平均得分: 6.75
得分: ['7', '6', '7', '7']
论文链接: openreview.net/forum?id=GY…
[14]. Support-set bottlenecks for video-text representation learning
平均得分: 6.75
得分: ['6', '9', '7', '5']
论文链接: openreview.net/forum?id=Eq…
[15]. A Sharp Analysis of Model-based Reinforcement Learning with Self-Play
平均得分: 6.75
得分: ['4', '7', '8', '8']
论文链接: openreview.net/forum?id=9Y…
[16]. RODE: Learning Roles to Decompose Multi-Agent Tasks
平均得分: 6.67
得分: ['8', '6', '6']
论文链接: openreview.net/forum?id=TT…
[17]. Text Generation by Learning from Off-Policy Demonstrations
平均得分: 6.6
得分: ['7', '7', '7', '5', '7']
论文链接: openreview.net/forum?id=Ro…
[18]. Robust Reinforcement Learning on State Observations with Learned Optimal Adversary
平均得分: 6.5
得分: ['5', '7', '7', '7']
论文链接: openreview.net/forum?id=sC…
[19]. Self-supervised Visual Reinforcement Learning with Object-centric Representations
平均得分: 6.5
得分: ['7', '6', '4', '9']
论文链接: openreview.net/forum?id=xp…
[20]. On Effective Parallelization of Monte Carlo Tree Search
平均得分: 6.5
得分: ['6', '6', '7', '7']
论文链接: openreview.net/forum?id=_F…
[21]. Non-asymptotic Confidence Intervals of Off-policy Evaluation: Primal and Dual Bounds
平均得分: 6.5
得分: ['6', '5', '8', '7']
论文链接: openreview.net/forum?id=dK…
[22]. Efficient Transformers in Reinforcement Learning using Actor-Learner Distillation
平均得分: 6.5
得分: ['5', '6', '7', '8']
论文链接: openreview.net/forum?id=uR…
[23]. Ask Your Humans: Using Human Instructions to Improve Generalization in Reinforcement Learning
平均得分: 6.5
得分: ['8', '7', '5', '6']
论文链接: openreview.net/forum?id=Y8…
[24]. SMiRL: Surprise Minimizing Reinforcement Learning in Unstable Environments
平均得分: 6.5
得分: ['5', '6', '8', '7']
论文链接: openreview.net/forum?id=cP…
[25]. Model-Based Visual Planning with Self-Supervised Functional Distances
平均得分: 6.5
得分: ['7', '6', '7', '6']
论文链接: openreview.net/forum?id=Uc…
[26]. Learning-based Support Estimation in Sublinear Time
平均得分: 6.5
得分: ['7', '4', '8', '7']
论文链接: openreview.net/forum?id=ti…
[27]. DOP: Off-Policy Multi-Agent Decomposed Policy Gradients
平均得分: 6.5
得分: ['7', '3', '9', '7']
论文链接: openreview.net/forum?id=6F…
[28]. Correcting experience replay for multi-agent communication
平均得分: 6.5
得分: ['4', '6', '8', '8']
论文链接: openreview.net/forum?id=xv…
[29]. Risk-Averse Offline Reinforcement Learning
平均得分: 6.4
得分: ['6', '8', '5', '6', '7']
论文链接: openreview.net/forum?id=TB…
[30]. Learning Value Functions in Deep Policy Gradients using Residual Variance
平均得分: 6.33
得分: ['8', '7', '4']
论文链接: openreview.net/forum?id=NX…
[31]. Contrastive Explanations for Reinforcement Learning via Embedded Self Predictions
平均得分: 6.33
得分: ['4', '8', '7']
论文链接: openreview.net/forum?id=Ud…
[32]. PODS: Policy Optimization via Differentiable Simulation
平均得分: 6.33
得分: ['9', '4', '6']
论文链接: openreview.net/forum?id=4f…
[33]. Transient Non-stationarity and Generalisation in Deep Reinforcement Learning
平均得分: 6.25
得分: ['7', '5', '5', '8']
论文链接: openreview.net/forum?id=Qu…
[34]. Improving Learning to Branch via Reinforcement Learning
平均得分: 6.25
得分: ['7', '7', '8', '3']
论文链接: openreview.net/forum?id=M_…
[35]. Mastering Atari with Discrete World Models
平均得分: 6.25
得分: ['4', '7', '10', '4']
论文链接: openreview.net/forum?id=0o…
[36]. Data-Efficient Reinforcement Learning with Self-Predictive Representations
平均得分: 6.25
得分: ['6', '5', '7', '7']
论文链接: openreview.net/forum?id=uC…
[37]. Local Information Opponent Modelling Using Variational Autoencoders
平均得分: 6.25
得分: ['8', '7', '4', '6']
论文链接: openreview.net/forum?id=xF…
[38]. Contrastive Behavioral Similarity Embeddings for Generalization in Reinforcement Learning
平均得分: 6.25
得分: ['6', '6', '6', '7']
论文链接: openreview.net/forum?id=qd…
[39]. Efficient Reinforcement Learning in Factored MDPs with Application to Constrained RL
平均得分: 6.25
得分: ['7', '5', '7', '6']
论文链接: openreview.net/forum?id=fm…
[40]. Batch Reinforcement Learning Through Continuation Method
平均得分: 6.25
得分: ['6', '9', '6', '4']
论文链接: openreview.net/forum?id=po…
[41]. Optimistic Exploration with Backward Bootstrapped Bonus for Deep Reinforcement Learning
平均得分: 6.2
得分: ['7', '6', '7', '6', '5']
论文链接: openreview.net/forum?id=Qx…
[42]. Optimism in Reinforcement Learning with Generalized Linear Function Approximation
平均得分: 6
得分: ['6', '7', '6', '5']
论文链接: openreview.net/forum?id=CB…
[43]. Adversarially Guided Actor-Critic
平均得分: 6
得分: ['5', '6', '7']
论文链接: openreview.net/forum?id=_m…
[44]. QTRAN++: Improved Value Transformation for Cooperative Multi-Agent Reinforcement Learning
平均得分: 6
得分: ['7', '6', '6', '5']
论文链接: openreview.net/forum?id=Tl…
[45]. Policy Optimization in Zero-Sum Markov Games: Fictitious Self-Play Provably Attains Nash Equilibria
平均得分: 6
得分: ['6', '5', '8', '5']
论文链接: openreview.net/forum?id=c3…
[46]. Optimistic Policy Optimization with General Function Approximations
平均得分: 6
得分: ['7', '7', '4']
论文链接: openreview.net/forum?id=Jy…
[47]. Multi-Agent Collaboration via Reward Attribution Decomposition
平均得分: 6
得分: ['5', '6', '7', '6']
论文链接: openreview.net/forum?id=GV…
[48]. Efficient Wasserstein Natural Gradients for Reinforcement Learning
平均得分: 6
得分: ['5', '8', '5']
论文链接: openreview.net/forum?id=OH…
[49]. Density Constrained Reinforcement Learning
平均得分: 6
得分: ['7', '6', '5', '6']
论文链接: openreview.net/forum?id=jM…
[50]. Representation Balancing Offline Model-based Reinforcement Learning
平均得分: 6
得分: ['5', '6', '7', '6']
论文链接: openreview.net/forum?id=Qp…
[51]. Decoupling Representation Learning from Reinforcement Learning
平均得分: 6
得分: ['7', '5', '4', '8']
论文链接: openreview.net/forum?id=_S…
[52]. Model-based micro-data reinforcement learning: what are the crucial model properties and which model to choose?
平均得分: 5.8
得分: ['7', '7', '6', '5', '4']
论文链接: openreview.net/forum?id=p5…
[53]. Model-based Asynchronous Hyperparameter and Neural Architecture Search
平均得分: 5.8
得分: ['7', '5', '6', '6', '5']
论文链接: openreview.net/forum?id=a2…
[54]. DeepAveragers: Offline Reinforcement Learning By Solving Derived Non-Parametric MDPs
平均得分: 5.8
得分: ['5', '7', '5', '7', '5']
论文链接: openreview.net/forum?id=eM…
[55]. Uncertainty Weighted Offline Reinforcement Learning
平均得分: 5.8
得分: ['8', '6', '5', '6', '4']
论文链接: openreview.net/forum?id=7h…
[56]. Optimizing Memory Placement using Evolutionary Graph Reinforcement Learning
平均得分: 5.75
得分: ['5', '7', '5', '6']
论文链接: openreview.net/forum?id=-6…
[57]. Parameter-based Value Functions
平均得分: 5.75
得分: ['3', '7', '7', '6']
论文链接: openreview.net/forum?id=tV…
[58]. Sample-Efficient Automated Deep Reinforcement Learning
平均得分: 5.75
得分: ['7', '5', '5', '6']
论文链接: openreview.net/forum?id=hS…
[59]. Causal Inference Q-Network: Toward Resilient Reinforcement Learning
平均得分: 5.75
得分: ['4', '6', '6', '7']
论文链接: openreview.net/forum?id=Pv…
[60]. SACoD: Sensor Algorithm Co-Design Towards Efficient CNN-powered Intelligent PhlatCam
平均得分: 5.75
得分: ['6', '6', '5', '6']
论文链接: openreview.net/forum?id=jQ…
[61]. Learn Goal-Conditioned Policy with Intrinsic Motivation for Deep Reinforcement Learning
平均得分: 5.75
得分: ['6', '7', '5', '5']
论文链接: openreview.net/forum?id=Mm…
[62]. Benchmarks for Deep Off-Policy Evaluation
平均得分: 5.75
得分: ['7', '6', '4', '6']
论文链接: openreview.net/forum?id=kW…
[63]. Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks
平均得分: 5.75
得分: ['6', '5', '6', '6']
论文链接: openreview.net/forum?id=Y-…
[64]. Exploring Zero-Shot Emergent Communication in Embodied Multi-Agent Populations
平均得分: 5.75
得分: ['6', '4', '6', '7']
论文链接: openreview.net/forum?id=Fb…
[65]. Randomized Entity-wise Factorization for Multi-Agent Reinforcement Learning
平均得分: 5.75
得分: ['5', '5', '7', '6']
论文链接: openreview.net/forum?id=sz…
[66]. Learning Robust State Abstractions for Hidden-Parameter Block MDPs
平均得分: 5.75
得分: ['5', '6', '5', '7']
论文链接: openreview.net/forum?id=fm…
[67]. Adapting to Reward Progressivity via Spectral Reinforcement Learning
平均得分: 5.75
得分: ['5', '7', '5', '6']
论文链接: openreview.net/forum?id=dy…
[68]. Accelerating Safe Reinforcement Learning with Constraint-mismatched Policies
平均得分: 5.75
得分: ['5', '6', '5', '7']
论文链接: openreview.net/forum?id=M3…
[69]. Off-Dynamics Reinforcement Learning: Training for Transfer with Domain Classifiers
平均得分: 5.75
得分: ['5', '6', '5', '7']
论文链接: openreview.net/forum?id=eq…
[70]. Meta-Reinforcement Learning With Informed Policy Regularization
平均得分: 5.75
得分: ['6', '5', '6', '6']
论文链接: openreview.net/forum?id=pT…
[71]. Hierarchical Reinforcement Learning by Discovering Intrinsic Options
平均得分: 5.75
得分: ['4', '4', '7', '8']
论文链接: openreview.net/forum?id=r-…
[72]. Multi-Agent Trust Region Learning
平均得分: 5.75
得分: ['4', '8', '5', '6']
论文链接: openreview.net/forum?id=eH…
[73]. Unity of Opposites: SelfNorm and CrossNorm for Model Robustness
平均得分: 5.75
得分: ['5', '7', '6', '5']
论文链接: openreview.net/forum?id=Oj…
[74]. The Advantage Regret-Matching Actor-Critic
平均得分: 5.67
得分: ['5', '6', '6']
论文链接: openreview.net/forum?id=YM…
[75]. Differentiable Trust Region Layers for Deep Reinforcement Learning
平均得分: 5.67
得分: ['7', '4', '6']
论文链接: openreview.net/forum?id=qY…
[76]. Linear Representation Meta-Reinforcement Learning for Instant Adaptation
平均得分: 5.67
得分: ['5', '5', '7']
论文链接: openreview.net/forum?id=lN…
[77]. Symmetry-Aware Actor-Critic for 3D Molecular Design
平均得分: 5.67
得分: ['6', '4', '7']
论文链接: openreview.net/forum?id=jE…
[78]. The Importance of Pessimism in Fixed-Dataset Policy Optimization
平均得分: 5.67
得分: ['5', '5', '7']
论文链接: openreview.net/forum?id=E3…
[79]. Understanding and Leveraging Causal Relations in Deep Reinforcement Learning
平均得分: 5.67
得分: ['5', '6', '6']
论文链接: openreview.net/forum?id=30…
[80]. Efficient Fully-Offline Meta-Reinforcement Learning via Distance Metric Learning and Behavior Regularization
平均得分: 5.67
得分: ['7', '5', '5']
论文链接: openreview.net/forum?id=8c…
[81]. Grounding Language to Entities for Generalization in Reinforcement Learning
平均得分: 5.6
得分: ['6', '7', '6', '5', '4']
论文链接: openreview.net/forum?id=ud…
[82]. Large Batch Simulation for Deep Reinforcement Learning
平均得分: 5.6
得分: ['7', '6', '6', '5', '4']
论文链接: openreview.net/forum?id=cP…
[83]. Deep Reinforcement Learning For Wireless Scheduling with Multiclass Services
平均得分: 5.5
得分: ['3', '7', '7', '5']
论文链接: openreview.net/forum?id=Ui…
[84]. Monotonic Robust Policy Optimization with Model Discrepancy
平均得分: 5.5
得分: ['7', '6', '5', '4']
论文链接: openreview.net/forum?id=kd…
[85]. Truly Deterministic Policy Optimization
平均得分: 5.5
得分: ['5', '6', '6', '5']
论文链接: openreview.net/forum?id=Bn…
[86]. Distributional Reinforcement Learning for Risk-Sensitive Policies
平均得分: 5.5
得分: ['5', '7', '5', '5']
论文链接: openreview.net/forum?id=19…
[87]. Bounded Myopic Adversaries for Deep Reinforcement Learning Agents
平均得分: 5.5
得分: ['5', '6', '5', '6']
论文链接: openreview.net/forum?id=Ew…
[88]. Decoupling Exploration and Exploitation for Meta-Reinforcement Learning without Sacrifices
平均得分: 5.5
得分: ['7', '6', '4', '5']
论文链接: openreview.net/forum?id=rS…
[89]. Discovering Diverse Multi-Agent Strategic Behavior via Reward Randomization
平均得分: 5.5
得分: ['5', '7', '5', '5']
论文链接: openreview.net/forum?id=lv…
[90]. Blending MPC & Value Function Approximation for Efficient Reinforcement Learning
平均得分: 5.5
得分: ['5', '5', '5', '7']
论文链接: openreview.net/forum?id=Rq…
[91]. A Policy Gradient Algorithm for Learning to Learn in Multiagent Reinforcement Learning
平均得分: 5.5
得分: ['6', '5', '5', '6']
论文链接: openreview.net/forum?id=zd…
[92]. The act of remembering: A study in partially observable reinforcement learning
平均得分: 5.5
得分: ['6', '7', '6', '3']
论文链接: openreview.net/forum?id=uF…
[93]. Random Coordinate Langevin Monte Carlo
平均得分: 5.5
得分: ['7', '7', '4', '4']
论文链接: openreview.net/forum?id=lb…
[94]. Provable Rich Observation Reinforcement Learning with Combinatorial Latent States
平均得分: 5.5
得分: ['4', '6', '5', '7']
论文链接: openreview.net/forum?id=hx…
[95]. Automatic Data Augmentation for Generalization in Reinforcement Learning
平均得分: 5.5
得分: ['6', '7', '3', '6']
论文链接: openreview.net/forum?id=9l…
[96]. Reinforcement Learning with Random Delays
平均得分: 5.5
得分: ['3', '6', '5', '8']
论文链接: openreview.net/forum?id=QF…
[97]. On Proximal Policy Optimization's Heavy-Tailed Gradients
平均得分: 5.5
得分: ['6', '5', '6', '5']
论文链接: openreview.net/forum?id=cY…
[98]. A Primal Approach to Constrained Policy Optimization: Global Optimality and Finite-Time Analysis
平均得分: 5.5
得分: ['7', '5', '5', '5']
论文链接: openreview.net/forum?id=rI…
[99]. Regularization Matters in Policy Optimization - An Empirical Study on Continuous Control
平均得分: 5.5
得分: ['4', '6', '5', '7']
论文链接: openreview.net/forum?id=yr…
[100]. Divide-and-Conquer Monte Carlo Tree Search
平均得分: 5.5
得分: ['8', '5', '4', '5']
论文链接: openreview.net/forum?id=Nj…
[101]. Status-Quo Policy Gradient in Multi-agent Reinforcement Learning
平均得分: 5.5
得分: ['4', '5', '6', '7']
论文链接: openreview.net/forum?id=76…
[102]. QPLEX: Duplex Dueling Multi-Agent Q-Learning
平均得分: 5.5
得分: ['4', '5', '6', '7']
论文链接: openreview.net/forum?id=Rc…
[103]. A Reduction Approach to Constrained Reinforcement Learning
平均得分: 5.5
得分: ['6', '7', '5', '4']
论文链接: openreview.net/forum?id=fV…
[104]. Compute- and Memory-Efficient Reinforcement Learning with Latent Experience Replay
平均得分: 5.5
得分: ['7', '4', '5', '6']
论文链接: openreview.net/forum?id=J7…
[105]. On Trade-offs of Image Prediction in Visual Model-Based Reinforcement Learning
平均得分: 5.5
得分: ['5', '3', '7', '7']
论文链接: openreview.net/forum?id=me…
[106]. Towards Understanding Linear Value Decomposition in Cooperative Multi-Agent Q-Learning
平均得分: 5.5
得分: ['5', '7', '5', '5']
论文链接: openreview.net/forum?id=VM…
[107]. Average Reward Reinforcement Learning with Monotonic Policy Improvement
平均得分: 5.5
得分: ['6', '4', '6', '6']
论文链接: openreview.net/forum?id=lo…
[108]. FactoredRL: Leveraging Factored Graphs for Deep Reinforcement Learning
平均得分: 5.5
得分: ['5', '6', '6', '5']
论文链接: openreview.net/forum?id=wE…
[109]. Implicit Under-Parameterization Inhibits Data-Efficient Deep Reinforcement Learning
平均得分: 5.5
得分: ['4', '7', '6', '5']
论文链接: openreview.net/forum?id=O9…
[110]. Scalable Bayesian Inverse Reinforcement Learning by Auto-Encoding Reward
平均得分: 5.5
得分: ['4', '5', '7', '6']
论文链接: openreview.net/forum?id=4q…
[111]. Model-Based Offline Planning
平均得分: 5.5
得分: ['6', '4', '8', '4']
论文链接: openreview.net/forum?id=OM…
[112]. BRAC+: Going Deeper with Behavior Regularized Offline Reinforcement Learning
平均得分: 5.5
得分: ['4', '6', '7', '5']
论文链接: openreview.net/forum?id=bM…
[113]. Learning to Share in Multi-Agent Reinforcement Learning
平均得分: 5.4
得分: ['4', '4', '8', '8', '3']
论文链接: openreview.net/forum?id=aw…
[114]. Explicit Pareto Front Optimization for Constrained Reinforcement Learning
平均得分: 5.33
得分: ['6', '6', '4']
论文链接: openreview.net/forum?id=pO…
[115]. Guided Exploration with Proximal Policy Optimization using a Single Demonstration
平均得分: 5.33
得分: ['6', '4', '6']
论文链接: openreview.net/forum?id=88…
[116]. Unsupervised Active Pre-Training for Reinforcement Learning
平均得分: 5.33
得分: ['5', '6', '5']
论文链接: openreview.net/forum?id=cv…
[117]. RECONNAISSANCE FOR REINFORCEMENT LEARNING WITH SAFETY CONSTRAINTS
平均得分: 5.33
得分: ['4', '5', '7']
论文链接: openreview.net/forum?id=Gc…
[118]. Daylight: Assessing Generalization Skills of Deep Reinforcement Learning Agents
平均得分: 5.33
得分: ['6', '5', '5']
论文链接: openreview.net/forum?id=Z3…
[119]. Diversity Actor-Critic: Sample-Aware Entropy Regularization for Sample-Efficient Exploration
平均得分: 5.33
得分: ['4', '5', '7']
论文链接: openreview.net/forum?id=7q…
[120]. OPAL: Offline Primitive Discovery for Accelerating Offline Reinforcement Learning
平均得分: 5.33
得分: ['7', '5', '4']
论文链接: openreview.net/forum?id=V6…
[121]. A REINFORCEMENT LEARNING FRAMEWORK FOR TIME DEPENDENT CAUSAL EFFECTS EVALUATION IN A/B TESTING
平均得分: 5.33
得分: ['6', '5', '5']
论文链接: openreview.net/forum?id=Dt…
[122]. PettingZoo: Gym for Multi-Agent Reinforcement Learning
平均得分: 5.25
得分: ['7', '5', '6', '3']
论文链接: openreview.net/forum?id=Wo…
[123]. Hippocampal representations emerge when training recurrent neural networks on a memory dependent maze navigation task
平均得分: 5.25
得分: ['4', '6', '4', '7']
论文链接: openreview.net/forum?id=Jr…
[124]. Data-efficient Hindsight Off-policy Option Learning
平均得分: 5.25
得分: ['5', '6', '5', '5']
论文链接: openreview.net/forum?id=QK…
[125]. Attacking Few-Shot Classifiers with Adversarial Support Sets
平均得分: 5.25
得分: ['6', '4', '6', '5']
论文链接: openreview.net/forum?id=0x…
[126]. Coverage as a Principle for Discovering Transferable Behavior in Reinforcement Learning
平均得分: 5.25
得分: ['8', '5', '4', '4']
论文链接: openreview.net/forum?id=IN…
[127]. Reinforcement Learning for Control with Probabilistic Stability Guarantee
平均得分: 5.25
得分: ['6', '5', '5', '5']
论文链接: openreview.net/forum?id=Qf…
[128]. Efficient Reinforcement Learning in Resource Allocation Problems Through Permutation Invariant Multi-task Learning
平均得分: 5.25
得分: ['7', '5', '5', '4']
论文链接: openreview.net/forum?id=Ti…
[129]. Meta-Reinforcement Learning Robust to Distributional Shift via Model Identification and Experience Relabeling
平均得分: 5.25
得分: ['6', '5', '5', '5']
论文链接: openreview.net/forum?id=AT…
[130]. Solving Compositional Reinforcement Learning Problems via Task Reduction
平均得分: 5.25
得分: ['3', '5', '6', '7']
论文链接: openreview.net/forum?id=9S…
[131]. Emergent Road Rules In Multi-Agent Driving Environments
平均得分: 5.25
得分: ['7', '4', '5', '5']
论文链接: openreview.net/forum?id=d8…
[132]. EMaQ: Expected-Max Q-Learning Operator for Simple Yet Effective Offline and Online RL
平均得分: 5.25
得分: ['4', '6', '6', '5']
论文链接: openreview.net/forum?id=B8…
[133]. Double Q-learning: New Analysis and Sharper Finite-time Bound
平均得分: 5.25
得分: ['6', '4', '6', '5']
论文链接: openreview.net/forum?id=Mw…
[134]. Safety Verification of Model Based Reinforcement Learning Controllers
平均得分: 5.25
得分: ['3', '7', '6', '5']
论文链接: openreview.net/forum?id=mf…
[135]. D3C: Reducing the Price of Anarchy in Multi-Agent Learning
平均得分: 5.25
得分: ['3', '4', '7', '7']
论文链接: openreview.net/forum?id=8w…
[136]. Near-Optimal Regret Bounds for Model-Free RL in Non-Stationary Episodic MDPs
平均得分: 5.25
得分: ['6', '4', '4', '7']
论文链接: openreview.net/forum?id=TJ…
[137]. Communication in Multi-Agent Reinforcement Learning: Intention Sharing
平均得分: 5.25
得分: ['6', '4', '6', '5']
论文链接: openreview.net/forum?id=qp…
[138]. On the role of planning in model-based deep reinforcement learning
平均得分: 5.25
得分: ['7', '3', '6', '5']
论文链接: openreview.net/forum?id=Ir…
[139]. Reinforcement Learning with Latent Flow
平均得分: 5.25
得分: ['7', '3', '6', '5']
论文链接: openreview.net/forum?id=lS…
[140]. Iterative Amortized Policy Optimization
平均得分: 5.25
得分: ['6', '5', '5', '5']
论文链接: openreview.net/forum?id=49…
[141]. Unsupervised Task Clustering for Multi-Task Reinforcement Learning
平均得分: 5.25
得分: ['6', '5', '5', '5']
论文链接: openreview.net/forum?id=4K…
[142]. Adaptive Multi-model Fusion Learning for Sparse-Reward Reinforcement Learning
平均得分: 5.25
得分: ['6', '5', '6', '4']
论文链接: openreview.net/forum?id=4e…
[143]. ERMAS: Learning Policies Robust to Reality Gaps in Multi-Agent Simulations
平均得分: 5.25
得分: ['6', '5', '6', '4']
论文链接: openreview.net/forum?id=uI…
[144]. A Distributional Perspective on Actor-Critic Framework
平均得分: 5.25
得分: ['5', '7', '3', '6']
论文链接: openreview.net/forum?id=jW…
[145]. Robust Reinforcement Learning using Adversarial Populations
平均得分: 5.25
得分: ['5', '7', '4', '5']
论文链接: openreview.net/forum?id=I6…
[146]. The Compact Support Neural Network
平均得分: 5.25
得分: ['5', '5', '6', '5']
论文链接: openreview.net/forum?id=xC…
[147]. RMIX: Risk-Sensitive Multi-Agent Reinforcement Learning
平均得分: 5.25
得分: ['6', '4', '7', '4']
论文链接: openreview.net/forum?id=1E…
[148]. Meta-Model-Based Meta-Policy Optimization
平均得分: 5.25
得分: ['5', '5', '5', '6']
论文链接: openreview.net/forum?id=KO…
[149]. Decentralized Deterministic Multi-Agent Reinforcement Learning
平均得分: 5.2
得分: ['5', '4', '7', '5', '5']
论文链接: openreview.net/forum?id=QM…
[150]. Transfer among Agents: An Efficient Multiagent Transfer Learning Framework
平均得分: 5.2
得分: ['5', '6', '4', '6', '5']
论文链接: openreview.net/forum?id=9w…
[151]. Gradient-based tuning of Hamiltonian Monte Carlo hyperparameters
平均得分: 5
得分: ['5', '4', '6', '5']
论文链接: openreview.net/forum?id=Lv…
[152]. Combining Imitation and Reinforcement Learning with Free Energy Principle
平均得分: 5
得分: ['4', '6', '5', '5']
论文链接: openreview.net/forum?id=JI…
[153]. Ordering-Based Causal Discovery with Reinforcement Learning
平均得分: 5
得分: ['5', '5', '5', '5']
论文链接: openreview.net/forum?id=bM…
[154]. Universal Value Density Estimation for Imitation Learning and Goal-Conditioned Reinforcement Learning
平均得分: 5
得分: ['5', '5', '4', '6']
论文链接: openreview.net/forum?id=S2…
[155]. The Emergence of Individuality in Multi-Agent Reinforcement Learning
平均得分: 5
得分: ['5', '5', '4', '6']
论文链接: openreview.net/forum?id=Eo…
[156]. Explore with Dynamic Map: Graph Structured Reinforcement Learning
平均得分: 5
得分: ['4', '5', '6', '5']
论文链接: openreview.net/forum?id=-u…
[157]. Offline Meta-Reinforcement Learning with Advantage Weighting
平均得分: 5
得分: ['5', '6', '5', '4']
论文链接: openreview.net/forum?id=S5…
[158]. Deep Q-Learning with Low Switching Cost
平均得分: 5
得分: ['6', '5', '5', '4']
论文链接: openreview.net/forum?id=7O…
[159]. AWAC: Accelerating Online Reinforcement Learning with Offline Datasets
平均得分: 5
得分: ['6', '6', '3', '6', '4']
论文链接: openreview.net/forum?id=OJ…
[160]. A Strong On-Policy Competitor To PPO
平均得分: 5
得分: ['5', '5', '5']
论文链接: openreview.net/forum?id=0m…
[161]. Control-Aware Representations for Model-based Reinforcement Learning
平均得分: 5
得分: ['6', '5', '4']
论文链接: openreview.net/forum?id=dg…
[162]. Formal Language Constrained Markov Decision Processes
平均得分: 5
得分: ['5', '6', '4', '5']
论文链接: openreview.net/forum?id=NT…
[163]. Multi-Agent Imitation Learning with Copulas
平均得分: 5
得分: ['4', '4', '7']
论文链接: openreview.net/forum?id=gR…
[164]. Projected Latent Markov Chain Monte Carlo: Conditional Sampling of Normalizing Flows
平均得分: 5
得分: ['6', '5', '4']
论文链接: openreview.net/forum?id=MB…
[165]. Efficient Competitive Self-Play Policy Optimization
平均得分: 5
得分: ['7', '5', '3', '5']
论文链接: openreview.net/forum?id=99…
[166]. Offline Model-Based Optimization via Normalized Maximum Likelihood Estimation
平均得分: 5
得分: ['5', '5', '5']
论文链接: openreview.net/forum?id=Fm…
[167]. Beyond Prioritized Replay: Sampling States in Model-Based RL via Simulated Priorities
平均得分: 5
得分: ['4', '6', '5']
论文链接: openreview.net/forum?id=B5…
[168]. Action Guidance: Getting the Best of Sparse Rewards and Shaped Rewards for Real-time Strategy Games
平均得分: 5
得分: ['6', '4', '6', '4']
论文链接: openreview.net/forum?id=1O…
[169]. What About Taking Policy as Input of Value Function: Policy-extended Value Function Approximator
平均得分: 5
得分: ['7', '5', '5', '3']
论文链接: openreview.net/forum?id=V4…
[170]. Optimizing Information Bottleneck in Reinforcement Learning: A Stein Variational Approach
平均得分: 5
得分: ['6', '4', '5', '5']
论文链接: openreview.net/forum?id=IK…
[171]. On the Estimation Bias in Double Q-Learning
平均得分: 5
得分: ['6', '5', '3', '6']
论文链接: openreview.net/forum?id=FK…
[172]. Entropic Risk-Sensitive Reinforcement Learning: A Meta Regret Framework with Function Approximation
平均得分: 5
得分: ['6', '5', '4', '5']
论文链接: openreview.net/forum?id=q_…
[173]. Goal-Auxiliary Actor-Critic for 6D Robotic Grasping with Point Clouds
平均得分: 5
得分: ['5', '7', '3']
论文链接: openreview.net/forum?id=H5…
[174]. Policy Gradient with Expected Quadratic Utility Maximization: A New Mean-Variance Approach in Reinforcement Learning
平均得分: 5
得分: ['4', '5', '6']
论文链接: openreview.net/forum?id=BE…
[175]. D2RL: Deep Dense Architectures in Reinforcement Learning
平均得分: 5
得分: ['4', '8', '4', '4']
论文链接: openreview.net/forum?id=mY…
[176]. Intention Propagation for Multi-agent Reinforcement Learning
平均得分: 5
得分: ['3', '6', '6', '5']
论文链接: openreview.net/forum?id=7a…
[177]. SIM-GAN: Adversarial Calibration of Multi-Agent Market Simulators.
平均得分: 5
得分: ['3', '7', '5']
论文链接: openreview.net/forum?id=1z…
[178]. Preventing Value Function Collapse in Ensemble Q-Learning by Maximizing Representation Diversity
平均得分: 5
得分: ['4', '5', '5', '6']
论文链接: openreview.net/forum?id=dN…
[179]. REPAINT: Knowledge Transfer in Deep Actor-Critic Reinforcement Learning
平均得分: 5
得分: ['4', '6', '4', '6']
论文链接: openreview.net/forum?id=P8…
[180]. Mixture of Step Returns in Bootstrapped DQN
平均得分: 5
得分: ['5', '4', '4', '7', '5']
论文链接: openreview.net/forum?id=X6…
[181]. PAC-Bayesian Randomized Value Function with Informative Prior
平均得分: 4.8
得分: ['7', '3', '5', '4', '5']
论文链接: openreview.net/forum?id=d2…
[182]. Learning Safe Multi-agent Control with Decentralized Neural Barrier Certificates
平均得分: 4.8
得分: ['4', '4', '6', '5', '5']
论文链接: openreview.net/forum?id=P6…
[183]. Maximum Reward Formulation In Reinforcement Learning
平均得分: 4.8
得分: ['5', '6', '3', '4', '6']
论文链接: openreview.net/forum?id=Bn…
[184]. Model-Free Counterfactual Credit Assignment
平均得分: 4.75
得分: ['5', '5', '6', '3']
论文链接: openreview.net/forum?id=F8…
[185]. Plan-Based Asymptotically Equivalent Reward Shaping
平均得分: 4.75
得分: ['3', '5', '7', '4']
论文链接: openreview.net/forum?id=w2…
[186]. Design-Bench: Benchmarks for Data-Driven Offline Model-Based Optimization
平均得分: 4.75
得分: ['4', '3', '7', '5']
论文链接: openreview.net/forum?id=cQ…
[187]. Regioned Episodic Reinforcement Learning
平均得分: 4.75
得分: ['6', '4', '5', '4']
论文链接: openreview.net/forum?id=am…
[188]. Reinforcement Learning with Bayesian Classifiers: Efficient Skill Learning from Outcome Examples
平均得分: 4.75
得分: ['5', '4', '5', '5']
论文链接: openreview.net/forum?id=OZ…
[189]. Provably More Efficient Q-Learning in the One-Sided-Feedback/Full-Feedback Settings
平均得分: 4.75
得分: ['4', '4', '6', '5']
论文链接: openreview.net/forum?id=vY…
[190]. Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning
平均得分: 4.75
得分: ['4', '6', '4', '5']
论文链接: openreview.net/forum?id=gp…
[191]. Safe Reinforcement Learning with Natural Language Constraints
平均得分: 4.75
得分: ['5', '3', '5', '6']
论文链接: openreview.net/forum?id=Ua…
[192]. ReaPER: Improving Sample Efficiency in Model-Based Latent Imagination
平均得分: 4.75
得分: ['4', '5', '4', '6']
论文链接: openreview.net/forum?id=nl…
[193]. Coordinated Multi-Agent Exploration Using Shared Goals
平均得分: 4.75
得分: ['4', '5', '5', '5']
论文链接: openreview.net/forum?id=MP…
[194]. Measuring and mitigating interference in reinforcement learning
平均得分: 4.75
得分: ['5', '6', '4', '4']
论文链接: openreview.net/forum?id=26…
[195]. Hamiltonian Q-Learning: Leveraging Importance-sampling for Data Efficient RL
平均得分: 4.75
得分: ['5', '5', '5', '4']
论文链接: openreview.net/forum?id=10…
[196]. A Maximum Mutual Information Framework for Multi-Agent Reinforcement Learning
平均得分: 4.75
得分: ['3', '5', '6', '5']
论文链接: openreview.net/forum?id=_z…
[197]. Non-decreasing Quantile Function Network with Efficient Exploration for Distributional Reinforcement Learning
平均得分: 4.75
得分: ['4', '5', '4', '6']
论文链接: openreview.net/forum?id=f_…
[198]. Constrained Reinforcement Learning With Learned Constraints
平均得分: 4.75
得分: ['3', '3', '5', '8']
论文链接: openreview.net/forum?id=ak…
[199]. Efficient Exploration for Model-based Reinforcement Learning with Continuous States and Actions
平均得分: 4.75
得分: ['5', '5', '4', '5']
论文链接: openreview.net/forum?id=as…
[200]. Error Controlled Actor-Critic Method to Reinforcement Learning
平均得分: 4.75
得分: ['7', '3', '3', '6']
论文链接: openreview.net/forum?id=n5…
[201]. Cross-State Self-Constraint for Feature Generalization in Deep Reinforcement Learning
平均得分: 4.75
得分: ['5', '5', '4', '5']
论文链接: openreview.net/forum?id=Ji…
[202]. Safety Aware Reinforcement Learning (SARL)
平均得分: 4.75
得分: ['4', '6', '6', '3']
论文链接: openreview.net/forum?id=RD…
[203]. UneVEn: Universal Value Exploration for Multi-Agent Reinforcement Learning
平均得分: 4.75
得分: ['4', '4', '6', '5']
论文链接: openreview.net/forum?id=0z…
[204]. Interpretable Reinforcement Learning With Neural Symbolic Logic
平均得分: 4.67
得分: ['5', '4', '5']
论文链接: openreview.net/forum?id=M_…
[205]. Network Reusability Analysis for Multi-Joint Robot Reinforcement Learning
平均得分: 4.67
得分: ['5', '4', '5']
论文链接: openreview.net/forum?id=hy…
[206]. Factored Action Spaces in Deep Reinforcement Learning
平均得分: 4.67
得分: ['6', '3', '5']
论文链接: openreview.net/forum?id=na…
[207]. Genetic Soft Updates for Policy Evolution in Deep Reinforcement Learning
平均得分: 4.67
得分: ['4', '6', '4']
论文链接: openreview.net/forum?id=TG…
[208]. The Skill-Action Architecture: Learning Abstract Action Embeddings for Reinforcement Learning
平均得分: 4.67
得分: ['5', '4', '5']
论文链接: openreview.net/forum?id=PU…
[209]. Learning Intrinsic Symbolic Rewards in Reinforcement Learning
平均得分: 4.67
得分: ['5', '4', '5']
论文链接: openreview.net/forum?id=4C…
[210]. Robust Offline Reinforcement Learning from Low-Quality Data
平均得分: 4.6
得分: ['5', '4', '6', '6', '2']
论文链接: openreview.net/forum?id=uO…
[211]. Adaptive Learning Rates for Multi-Agent Reinforcement Learning
平均得分: 4.6
得分: ['5', '4', '4', '5', '5']
论文链接: openreview.net/forum?id=yN…
[212]. Revisiting Parameter Sharing in Multi-Agent Deep Reinforcement Learning
平均得分: 4.5
得分: ['3', '3', '5', '7']
论文链接: openreview.net/forum?id=MW…
[213]. Addressing Distribution Shift in Online Reinforcement Learning with Offline Datasets
平均得分: 4.5
得分: ['6', '5', '4', '3']
论文链接: openreview.net/forum?id=9h…
[214]. TOMA: Topological Map Abstraction for Reinforcement Learning
平均得分: 4.5
得分: ['4', '3', '5', '6']
论文链接: openreview.net/forum?id=yo…
[215]. Multi-agent Policy Optimization with Approximatively Synchronous Advantage Estimation
平均得分: 4.5
得分: ['5', '3', '6', '4']
论文链接: openreview.net/forum?id=Rw…
[216]. Why Convolutional Networks Learn Oriented Bandpass Filters: Theory and Empirical Support
平均得分: 4.5
得分: ['6', '4', '5', '3']
论文链接: openreview.net/forum?id=UJ…
[217]. Self-Activating Neural Ensembles for Continual Reinforcement Learning
平均得分: 4.5
得分: ['4', '4', '4', '6']
论文链接: openreview.net/forum?id=Jf…
[218]. Approximating Pareto Frontier through Bayesian-optimization-directed Robust Multi-objective Reinforcement Learning
平均得分: 4.5
得分: ['5', '5', '5', '3']
论文链接: openreview.net/forum?id=S9…
[219]. Model-Based Reinforcement Learning via Latent-Space Collocation
平均得分: 4.5
得分: ['3', '5', '6', '4']
论文链接: openreview.net/forum?id=ku…
[220]. CDT: Cascading Decision Trees for Explainable Reinforcement Learning
平均得分: 4.5
得分: ['4', '4', '5', '5']
论文链接: openreview.net/forum?id=Wd…
[221]. PGPS : Coupling Policy Gradient with Population-based Search
平均得分: 4.5
得分: ['5', '5', '3', '5']
论文链接: openreview.net/forum?id=Pe…
[222]. CAT-SAC: Soft Actor-Critic with Curiosity-Aware Entropy Temperature
平均得分: 4.5
得分: ['6', '4', '4', '4']
论文链接: openreview.net/forum?id=pa…
[223]. Learning to Observe with Reinforcement Learning
平均得分: 4.5
得分: ['3', '6', '5', '4']
论文链接: openreview.net/forum?id=65…
[224]. Probabilistic Mixture-of-Experts for Efficient Deep Reinforcement Learning
平均得分: 4.5
得分: ['3', '6', '3', '6']
论文链接: openreview.net/forum?id=Lt…
[225]. Visual Imitation with Reinforcement Learning using Recurrent Siamese Networks
平均得分: 4.5
得分: ['4', '4', '4', '6']
论文链接: openreview.net/forum?id=MB…
[226]. Lyapunov Barrier Policy Optimization
平均得分: 4.5
得分: ['4', '6', '4', '4']
论文链接: openreview.net/forum?id=qU…
[227]. A Deeper Look at Discounting Mismatch in Actor-Critic Algorithms
平均得分: 4.5
得分: ['6', '4', '3', '5']
论文链接: openreview.net/forum?id=yp…
[228]. Cross-Modal Domain Adaptation for Reinforcement Learning
平均得分: 4.5
得分: ['5', '4', '5', '4']
论文链接: openreview.net/forum?id=0o…
[229]. L2E: Learning to Exploit Your Opponent
平均得分: 4.5
得分: ['6', '4', '3', '5']
论文链接: openreview.net/forum?id=m4…
[230]. MQES: Max-Q Entropy Search for Efficient Exploration in Continuous Reinforcement Learning
平均得分: 4.4
得分: ['4', '3', '5', '6', '4']
论文链接: openreview.net/forum?id=98…
[231]. Robust Multi-Agent Reinforcement Learning Driven by Correlated Equilibrium
平均得分: 4.4
得分: ['5', '4', '3', '6', '4']
论文链接: openreview.net/forum?id=Jv…
[232]. R-LAtte: Attention Module for Visual Control via Reinforcement Learning
平均得分: 4.33
得分: ['4', '4', '5']
论文链接: openreview.net/forum?id=D4…
[233]. Multi-agent Deep FBSDE Representation For Large Scale Stochastic Differential Games
平均得分: 4.33
得分: ['5', '3', '5']
论文链接: openreview.net/forum?id=Uo…
[234]. Aspect-based Sentiment Classification via Reinforcement Learning
平均得分: 4.33
得分: ['5', '5', '3']
论文链接: openreview.net/forum?id=bf…
[235]. Refine and Imitate: Reducing Repetition and Inconsistency in Dialogue Generation via Reinforcement Learning and Human Demonstration
平均得分: 4.33
得分: ['3', '6', '4']
论文链接: openreview.net/forum?id=Jt…
[236]. An Examination of Preference-based Reinforcement Learning for Treatment Recommendation
平均得分: 4.33
得分: ['4', '4', '5']
论文链接: openreview.net/forum?id=ux…
[237]. Adaptive Dataset Sampling by Deep Policy Gradient
平均得分: 4.33
得分: ['5', '3', '5']
论文链接: openreview.net/forum?id=t2…
[238]. Convergence Proof for Actor-Critic Methods Applied to PPO and RUDDER
平均得分: 4.25
得分: ['5', '4', '4', '4']
论文链接: openreview.net/forum?id=0h…
[239]. Q-Value Weighted Regression: Reinforcement Learning with Limited Data
平均得分: 4.25
得分: ['4', '6', '3', '4']
论文链接: openreview.net/forum?id=rd…
[240]. ScheduleNet: Learn to Solve MinMax mTSP Using Reinforcement Learning with Delayed Reward
平均得分: 4.25
得分: ['5', '4', '3', '5']
论文链接: openreview.net/forum?id=P6…
[241]. Benchmarking Multi-Agent Deep Reinforcement Learning Algorithms
平均得分: 4.25
得分: ['4', '4', '3', '6']
论文链接: openreview.net/forum?id=t5…
[242]. Reinforcement Learning for Sparse-Reward Object-Interaction Tasks in First-person Simulated 3D Environments
平均得分: 4.25
得分: ['3', '4', '4', '6']
论文链接: openreview.net/forum?id=7A…
[243]. Model-Free Energy Distance for Pruning DNNs
平均得分: 4.25
得分: ['5', '2', '5', '5']
论文链接: openreview.net/forum?id=k2…
[244]. D4RL: Datasets for Deep Data-Driven Reinforcement Learning
平均得分: 4.25
得分: ['2', '3', '6', '6']
论文链接: openreview.net/forum?id=px…
[245]. Exploring Transferability of Perturbations in Deep Reinforcement Learning
平均得分: 4.25
得分: ['3', '4', '6', '4']
论文链接: openreview.net/forum?id=in…
[246]. Alpha-DAG: a reinforcement learning based algorithm to learn Directed Acyclic Graphs
平均得分: 4.25
得分: ['4', '5', '4', '4']
论文链接: openreview.net/forum?id=0j…
[247]. Visual Explanation using Attention Mechanism in Actor-Critic-based Deep Reinforcement Learning
平均得分: 4.25
得分: ['5', '5', '4', '3']
论文链接: openreview.net/forum?id=Y0…
[248]. Knapsack Pruning with Inner Distillation
平均得分: 4.25
得分: ['4', '4', '5', '4']
论文链接: openreview.net/forum?id=O9…
[249]. Reinforcement Learning for Flexibility Design Problems
平均得分: 4.25
得分: ['5', '4', '4', '4']
论文链接: openreview.net/forum?id=oA…
[250]. Model-based Navigation in Environments with Novel Layouts Using Abstract $2$-D Maps
平均得分: 4.25
得分: ['6', '4', '4', '3']
论文链接: openreview.net/forum?id=_l…
[251]. Model-Based Robust Deep Learning: Generalizing to Natural, Out-of-Distribution Data
平均得分: 4.25
得分: ['5', '5', '4', '3']
论文链接: openreview.net/forum?id=Rg…
[252]. Structure and randomness in planning and reinforcement learning
平均得分: 4.2
得分: ['5', '3', '6', '3', '4']
论文链接: openreview.net/forum?id=UO…
[253]. Trust, but verify: model-based exploration in sparse reward environments
平均得分: 4
得分: ['4', '2', '6', '4']
论文链接: openreview.net/forum?id=DE…
[254]. Play to Grade: Grading Interactive Coding Games as Classifying Markov Decision Process
平均得分: 4
得分: ['4', '3', '5']
论文链接: openreview.net/forum?id=GJ…
[255]. Graph Convolutional Value Decomposition in Multi-Agent Reinforcement Learning
平均得分: 4
得分: ['5', '3', '4', '4']
论文链接: openreview.net/forum?id=gD…
[256]. Regret Bounds and Reinforcement Learning Exploration of EXP-based Algorithms
平均得分: 4
得分: ['4', '4', '4']
论文链接: openreview.net/forum?id=-5…
[257]. MDP Playground: Controlling Dimensions of Hardness in Reinforcement Learning
平均得分: 4
得分: ['4', '3', '4', '5']
论文链接: openreview.net/forum?id=ax…
[258]. Intrinsically Guided Exploration in Meta Reinforcement Learning
平均得分: 4
得分: ['4', '4', '4', '4']
论文链接: openreview.net/forum?id=Rw…
[259]. Adaptive N-step Bootstrapping with Off-policy Data
平均得分: 4
得分: ['4', '4', '3', '5']
论文链接: openreview.net/forum?id=bh…
[260]. FORK: A FORward-looKing Actor for Model-Free Reinforcement Learning
平均得分: 4
得分: ['5', '3', '5', '3']
论文链接: openreview.net/forum?id=lX…
[261]. Measuring Progress in Deep Reinforcement Learning Sample Efficiency
平均得分: 4
得分: ['4', '5', '5', '2']
论文链接: openreview.net/forum?id=_Q…
[262]. Advantage-Weighted Regression: Simple and Scalable Off-Policy Reinforcement Learning
平均得分: 4
得分: ['6', '3', '4', '3']
论文链接: openreview.net/forum?id=To…
[263]. Joint State-Action Embedding for Efficient Reinforcement Learning
平均得分: 3.8
得分: ['5', '1', '4', '3', '6']
论文链接: openreview.net/forum?id=5U…
[264]. Deep Reinforcement Learning for Optimal Stopping with Application in Financial Engineering
平均得分: 3.75
得分: ['2', '4', '4', '5']
论文链接: openreview.net/forum?id=RE…
[265]. Playing Atari with Capsule Networks: A systematic comparison of CNN and CapsNets-based agents.
平均得分: 3.75
得分: ['2', '4', '5', '4']
论文链接: openreview.net/forum?id=Ge…
[266]. Robust Constrained Reinforcement Learning for Continuous Control with Model Misspecification
平均得分: 3.75
得分: ['4', '3', '3', '5']
论文链接: openreview.net/forum?id=e-…
[267]. Decorrelated Double Q-learning
平均得分: 3.75
得分: ['4', '3', '5', '3']
论文链接: openreview.net/forum?id=jc…
[268]. Learning to Dynamically Select Between Reward Shaping Signals
平均得分: 3.75
得分: ['5', '2', '4', '4']
论文链接: openreview.net/forum?id=Nr…
[269]. Empirically Verifying Hypotheses Using Reinforcement Learning
平均得分: 3.75
得分: ['3', '3', '5', '4']
论文链接: openreview.net/forum?id=Xb…
[270]. Self-Supervised Continuous Control without Policy Gradient
平均得分: 3.75
得分: ['3', '4', '4', '4']
论文链接: openreview.net/forum?id=pN…
[271]. Dynamic Relational Inference in Multi-Agent Trajectories
平均得分: 3.75
得分: ['2', '4', '5', '4']
论文链接: openreview.net/forum?id=UV…
[272]. Greedy Multi-Step Off-Policy Reinforcement Learning
平均得分: 3.75
得分: ['2', '4', '4', '5']
论文链接: openreview.net/forum?id=rA…
[273]. Addressing Extrapolation Error in Deep Offline Reinforcement Learning
平均得分: 3.67
得分: ['3', '4', '4']
论文链接: openreview.net/forum?id=OC…
[274]. Offline Policy Optimization with Variance Regularization
平均得分: 3.67
得分: ['3', '4', '4']
论文链接: openreview.net/forum?id=P3…
[275]. Fine-Tuning Offline Reinforcement Learning with Model-Based Policy Optimization
平均得分: 3.6
得分: ['3', '4', '4', '5', '2']
论文链接: openreview.net/forum?id=wi…
[276]. Learning to communicate through imagination with model-based deep multi-agent reinforcement learning
平均得分: 3.5
得分: ['3', '4', '4', '3']
论文链接: openreview.net/forum?id=bo…
[277]. A Robust Fuel Optimization Strategy For Hybrid Electric Vehicles: A Deep Reinforcement Learning Based Continuous Time Design Approach
平均得分: 3.5
得分: ['3', '5', '4', '2']
论文链接: openreview.net/forum?id=LF…
[278]. Deep Reinforcement Learning With Adaptive Combined Critics
平均得分: 3.5
得分: ['3', '3', '5', '3']
论文链接: openreview.net/forum?id=gt…
[279]. FSV: Learning to Factorize Soft Value Function for Cooperative Multi-Agent Reinforcement Learning
平均得分: 3.4
得分: ['2', '6', '2', '3', '4']
论文链接: openreview.net/forum?id=ij…
[280]. Success-Rate Targeted Reinforcement Learning by Disorientation Penalty
平均得分: 3.25
得分: ['2', '3', '4', '4']
论文链接: openreview.net/forum?id=rQ…
[281]. Explainable Reinforcement Learning Through Goal-Based Explanations
平均得分: 3.25
得分: ['3', '3', '4', '3']
论文链接: openreview.net/forum?id=Il…
[282]. Hierarchical Meta Reinforcement Learning for Multi-Task Environments
平均得分: 3.25
得分: ['3', '3', '4', '3']
论文链接: openreview.net/forum?id=u9…
[283]. Interpretable Meta-Reinforcement Learning with Actor-Critic Method
平均得分: 3.2
得分: ['4', '3', '4', '2', '3']
论文链接: openreview.net/forum?id=-R…
[284]. Reinforcement Learning Based Asymmetrical DNN Modularization for Optimal Loading
平均得分: 3
得分: ['3', '2', '3', '4']
论文链接: openreview.net/forum?id=_q…
[285]. Stochastic Inverse Reinforcement Learning
平均得分: 2.8
得分: ['2', '2', '4', '3', '3']
论文链接: openreview.net/forum?id=l3…
[286]. Using Deep Reinforcement Learning to Train and Evaluate Instructional Sequencing Policies for an Intelligent Tutoring System
平均得分: 2.67
得分: ['2', '4', '2']
论文链接: openreview.net/forum?id=eI…
[287]. Guiding Representation Learning in Deep Generative Models with Policy Gradients
平均得分: 2.5
得分: ['2', '4', '3', '1']
论文链接: openreview.net/forum?id=sg…
完
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