Reinforcement Learning

SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference ICLR 2020 See, Hear, Explore: Curiosity via Audio-Visual Association NeurIPS 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 Semantic Attachments for HTN Planning AAAI 2020 Semantic Visual Navigation by Watching YouTube Videos 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 Sim-to-Real Transfer for Vision-and-Language Navigation CoRL 2020 Simultaneously Learning Stochastic and Adversarial Episodic MDPs with Known Transition NeurIPS 2020 Sketch Less for More: On-the-Fly Fine-Grained Sketch-Based Image Retrieval CVPR 2020 Skew-Fit: State-Covering Self-Supervised Reinforcement Learning ICML 2020 SMIX(λ): Enhancing Centralized Value Functions for Cooperative Multi-Agent Reinforcement Learning AAAI 2020 SoftGym: Benchmarking Deep Reinforcement Learning for Deformable Object Manipulation CoRL 2020 Softmax Deep Double Deterministic Policy Gradients NeurIPS 2020