Reinforcement Learning

The NetHack Learning Environment NeurIPS 2020 Theory of Mind with Guilt Aversion Facilitates Cooperative Reinforcement Learning ACML 2020 The Power of Predictions in Online Control NeurIPS 2020 The route to chaos in routing games: When is price of anarchy too optimistic? NeurIPS 2020 The Unreasonable Effectiveness of Inverse Reinforcement Learning in Advancing Cancer Research AAAI 2020 The Value Equivalence Principle for Model-Based Reinforcement Learning NeurIPS 2020 Thinking While Moving: Deep Reinforcement Learning with Concurrent Control ICLR 2020 Third-Person Imitation Learning via Image Difference and Variational Discriminator Bottleneck (Student Abstract) AAAI 2020 Tightening Exploration in Upper Confidence Reinforcement Learning ICML 2020 Time-Bounded Mission Planning in Time-Varying Domains with Semi-MDPs and Gaussian Processes CoRL 2020 Tolerance-Guided Policy Learning for Adaptable and Transferrable Delicate Industrial Insertion CoRL 2020 Tools for Data-driven Modeling of Within-Hand Manipulation with Underactuated Adaptive Hands L4DC 2020 TorsionNet: A Reinforcement Learning Approach to Sequential Conformer Search NeurIPS 2020 Toward A Thousand Lights: Decentralized Deep Reinforcement Learning for Large-Scale Traffic Signal Control AAAI 2020 Towards Autonomous Eye Surgery by Combining Deep Imitation Learning with Optimal Control CoRL 2020 Towards Embodied Scene Description RSS 2020 Towards General and Autonomous Learning of Core Skills: A Case Study in Locomotion CoRL 2020 Towards High-Level Intrinsic Exploration in Reinforcement Learning IJCAI 2020 Towards Minimax Optimal Reinforcement Learning in Factored Markov Decision Processes NeurIPS 2020 Towards Playing Full MOBA Games with Deep Reinforcement Learning NeurIPS 2020 Towards Robotic Assembly by Predicting Robust, Precise and Task-oriented Grasps CoRL 2020 Towards Safe Policy Improvement for Non-Stationary MDPs NeurIPS 2020 Toward the Fundamental Limits of Imitation Learning NeurIPS 2020 Tractable Reinforcement Learning of Signal Temporal Logic Objectives L4DC 2020 Trajectory-wise Multiple Choice Learning for Dynamics Generalization in Reinforcement Learning NeurIPS 2020