Methods

Querying to Find a Safe Policy under Uncertain Safety Constraints in Markov Decision Processes AAAI 2020 Q-value Path Decomposition for Deep Multiagent Reinforcement Learning ICML 2020 R2-B2: Recursive Reasoning-Based Bayesian Optimization for No-Regret Learning in Games ICML 2020 RaCT: Toward Amortized Ranking-Critical Training For Collaborative Filtering ICLR 2020 Ranking Policy Gradient ICLR 2020 Rationally Inattentive Inverse Reinforcement Learning Explains YouTube Commenting Behavior JMLR 2020 RD$^2$: Reward Decomposition with Representation Decomposition NeurIPS 2020 Ready Policy One: World Building Through Active Learning ICML 2020 Reasoning Like Human: Hierarchical Reinforcement Learning for Knowledge Graph Reasoning IJCAI 2020 Reasoning on Knowledge Graphs with Debate Dynamics AAAI 2020 Rebalancing Expanding EV Sharing Systems with Deep Reinforcement Learning IJCAI 2020 Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension ACL 2020 Reducing Sampling Error in Batch Temporal Difference Learning ICML 2020 Regret Bounds for Decentralized Learning in Cooperative Multi-Agent Dynamical Systems UAI 2020 Reinforced Curriculum Learning on Pre-Trained Neural Machine Translation Models AAAI 2020 Reinforced Feature Points: Optimizing Feature Detection and Description for a High-Level Task CVPR 2020 Reinforced Multi-task Approach for Multi-hop Question Generation COLING 2020 Reinforcement Learning based Control of Imitative Policies for Near-Accident Driving RSS 2020 Reinforcement Learning Based Meta-Path Discovery in Large-Scale Heterogeneous Information Networks AAAI 2020 Reinforcement Learning for Control with Multiple Frequencies NeurIPS 2020 Reinforcement Learning for Integer Programming: Learning to Cut ICML 2020 Reinforcement Learning for Molecular Design Guided by Quantum Mechanics ICML 2020 Reinforcement Learning for Non-Stationary Markov Decision Processes: The Blessing of (More) Optimism ICML 2020 Reinforcement Learning for Safety-Critical Control under Model Uncertainty, using Control Lyapunov Functions and Control Barrier Functions RSS 2020 Reinforcement Learning Framework for Deep Brain Stimulation Study IJCAI 2020