Deep RL

Learning Memory-Based Control for Human-Scale Bipedal Locomotion RSS 2020 Learning Navigation Costs from Demonstrations with Semantic Observations L4DC 2020 Learning Near Optimal Policies with Low Inherent Bellman Error ICML 2020 Learning Object-conditioned Exploration using Distributed Soft Actor Critic CoRL 2020 Learning Object Manipulation Skills via Approximate State Estimation from Real Videos CoRL 2020 Learning Retrospective Knowledge with Reverse Reinforcement Learning NeurIPS 2020 Learning the Linear Quadratic Regulator from Nonlinear Observations NeurIPS 2020 Learning the model-free linear quadratic regulator via random search L4DC 2020 Learning to Ask Medical Questions using Reinforcement Learning MLHC 2020 Learning to Coordinate Manipulation Skills via Skill Behavior Diversification ICLR 2020 Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning NeurIPS 2020 Learning to Follow Directions in Street View AAAI 2020 Learning to Group: A Bottom-Up Framework for 3D Part Discovery in Unseen Categories ICLR 2020 Learning to Manipulate Deformable Objects without Demonstrations RSS 2020 Learning to Optimize Variational Quantum Circuits to Solve Combinatorial Problems AAAI 2020 Learning to Walk in the Real World with Minimal Human Effort CoRL 2020 Learning Trajectories for Visual-Inertial System Calibration via Model-based Heuristic Deep Reinforcement Learning CoRL 2020 Learning What to Defer for Maximum Independent Sets ICML 2020 Learning When and Where to Zoom With Deep Reinforcement Learning CVPR 2020 LeDeepChef Deep Reinforcement Learning Agent for Families of Text-Based Games AAAI 2020 Leverage the Average: an Analysis of KL Regularization in Reinforcement Learning NeurIPS 2020 Leveraging Procedural Generation to Benchmark Reinforcement Learning ICML 2020 Logarithmic Regret for Learning Linear Quadratic Regulators Efficiently ICML 2020 Making Efficient Use of Demonstrations to Solve Hard Exploration Problems ICLR 2020 Mastering Complex Control in MOBA Games with Deep Reinforcement Learning AAAI 2020