Reinforcement Learning

MAP Propagation Algorithm: Faster Learning with a Team of Reinforcement Learning Agents NeurIPS 2021 Mastering Atari Games with Limited Data NeurIPS 2021 Mastering Atari with Discrete World Models ICLR 2021 Mean Field Games Flock! The Reinforcement Learning Way IJCAI 2021 Model-Based Reinforcement Learning via Latent-Space Collocation ICML 2021 Modeling Document-Level Context for Event Detection via Important Context Selection EMNLP 2021 Multi-Decoder Attention Model with Embedding Glimpse for Solving Vehicle Routing Problems AAAI 2021 Neural Learning of One-of-Many Solutions for Combinatorial Problems in Structured Output Spaces ICLR 2021 Not All Memories are Created Equal: Learning to Forget by Expiring ICML 2021 Offline Reinforcement Learning with Pseudometric Learning ICML 2021 One Protocol to Rule Them All: Wireless Network-on-Chip using Deep Reinforcement Learning NSDI 2021 Online 3D Bin Packing with Constrained Deep Reinforcement Learning AAAI 2021 On the Model-Based Stochastic Value Gradient for Continuous Reinforcement Learning L4DC 2021 Open-domain clarification question generation without question examples EMNLP 2021 PlasticineLab: A Soft-Body Manipulation Benchmark with Differentiable Physics ICLR 2021 PODS: Policy Optimization via Differentiable Simulation ICML 2021 Policy Learning Using Weak Supervision NeurIPS 2021 Predicting Human Scanpaths in Visual Question Answering CVPR 2021 PULNS: Positive-Unlabeled Learning with Effective Negative Sample Selector AAAI 2021 Pushing It Out of the Way: Interactive Visual Navigation CVPR 2021 Queue-Learning: A Reinforcement Learning Approach for Providing Quality of Service AAAI 2021 Randomized Ensembled Double Q-Learning: Learning Fast Without a Model ICLR 2021 RAST: Domain-Robust Dialogue Rewriting as Sequence Tagging EMNLP 2021 ReAgent: Point Cloud Registration Using Imitation and Reinforcement Learning CVPR 2021 Refine and Imitate: Reducing Repetition and Inconsistency in Persuasion Dialogues via Reinforcement Learning and Human Demonstration EMNLP 2021