Reinforcement Learning

Bidding in Smart Grid PDAs: Theory, Analysis and Strategy AAAI 2020 Bidirectional Model-based Policy Optimization ICML 2020 Boundary Extension Features for Width-Based Planning with Simulators on Continuous-State Domains IJCAI 2020 Bounded Rationality in Las Vegas: Probabilistic Finite Automata Play Multi-Armed Bandits UAI 2020 Breaking the Curse of Many Agents: Provable Mean Embedding Q-Iteration for Mean-Field Reinforcement Learning ICML 2020 BRPO: Batch Residual Policy Optimization IJCAI 2020 Cable Manipulation with a Tactile-Reactive Gripper RSS 2020 Can Increasing Input Dimensionality Improve Deep Reinforcement Learning? ICML 2020 Can We Learn Heuristics for Graphical Model Inference Using Reinforcement Learning? CVPR 2020 CapWAP: Image Captioning with a Purpose EMNLP 2020 Cautious Adaptation For Reinforcement Learning in Safety-Critical Settings ICML 2020 Clinician-in-the-Loop Decision Making: Reinforcement Learning with Near-Optimal Set-Valued Policies ICML 2020 Closed Loop Neural-Symbolic Learning via Integrating Neural Perception, Grammar Parsing, and Symbolic Reasoning ICML 2020 Collapsing Bandits and Their Application to Public Health Intervention NeurIPS 2020 Combating False Negatives in Adversarial Imitation Learning (Student Abstract) AAAI 2020 Conditional Importance Sampling for Off-Policy Learning AISTATS 2020 ConQUR: Mitigating Delusional Bias in Deep Q-Learning ICML 2020 Conservative Exploration in Reinforcement Learning AISTATS 2020 Constrained Markov Decision Processes via Backward Value Functions ICML 2020 Context-aware Dynamics Model for Generalization in Model-Based Reinforcement Learning ICML 2020 Controlling Contact-Rich Manipulation Under Partial Observability RSS 2020 Controlling Overestimation Bias with Truncated Mixture of Continuous Distributional Quantile Critics ICML 2020 Copy or Rewrite: Hybrid Summarization with Hierarchical Reinforcement Learning AAAI 2020 Corpus-Level End-to-End Exploration for Interactive Systems AAAI 2020 Count-Based Exploration with the Successor Representation AAAI 2020