Deep RL

Scalable Methods for Computing State Similarity in Deterministic Markov Decision Processes AAAI 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 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 Sequence Generation with Optimal-Transport-Enhanced Reinforcement Learning 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 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 Softmax Deep Double Deterministic Policy Gradients NeurIPS 2020 Solving Hard AI Planning Instances Using Curriculum-Driven Deep Reinforcement Learning IJCAI 2020 Solving Online Threat Screening Games using Constrained Action Space Reinforcement Learning AAAI 2020 Sparse Graphical Memory for Robust Planning NeurIPS 2020 Spatial Action Maps for Mobile Manipulation RSS 2020