Methods

Sample-efficient Cross-Entropy Method for Real-time Planning CoRL 2020 Sample Efficient Policy Gradient Methods with Recursive Variance Reduction ICLR 2020 Sample Efficient Reinforcement Learning via Low-Rank Matrix Estimation NeurIPS 2020 Sample Factory: Egocentric 3D Control from Pixels at 100000 FPS with Asynchronous Reinforcement Learning ICML 2020 Scalable Methods for Computing State Similarity in Deterministic Markov Decision Processes AAAI 2020 Scalable Multi-Agent Reinforcement Learning for Networked Systems with Average Reward NeurIPS 2020 Scalable Reinforcement Learning of Localized Policies for Multi-Agent Networked Systems L4DC 2020 Scaling All-Goals Updates in Reinforcement Learning Using Convolutional Neural Networks AAAI 2020 Scaling data-driven robotics with reward sketching and batch reinforcement learning RSS 2020 Security Analysis of Safe and Seldonian Reinforcement Learning Algorithms NeurIPS 2020 SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference ICLR 2020 Selecting Portfolios Directly Using Recurrent Reinforcement Learning (Student Abstract) AAAI 2020 Selective Dyna-Style Planning Under Limited Model Capacity ICML 2020 Selective Transfer With Reinforced Transfer Network for Partial Domain Adaptation CVPR 2020 Self-Attentional Credit Assignment for Transfer in Reinforcement Learning IJCAI 2020 Self-Guided Evolution Strategies with Historical Estimated Gradients IJCAI 2020 Self-Imitation Learning via Generalized Lower Bound Q-learning NeurIPS 2020 Self-Paced Deep Reinforcement Learning NeurIPS 2020 Semi-Markov Reinforcement Learning for Stochastic Resource Collection IJCAI 2020 Semi-Supervised Dialogue Policy Learning via Stochastic Reward Estimation ACL 2020 Sequence Generation with Optimal-Transport-Enhanced Reinforcement Learning AAAI 2020 Shapley Q-Value: A Local Reward Approach to Solve Global Reward Games AAAI 2020 Shared Experience Actor-Critic for Multi-Agent Reinforcement Learning NeurIPS 2020 Sim2Real Transfer for Deep Reinforcement Learning with Stochastic State Transition Delays CoRL 2020 Simplified Action Decoder for Deep Multi-Agent Reinforcement Learning ICLR 2020