policy learning

Inverse Reinforcement Learning from a Gradient-based Learner NeurIPS 2020 Knowledge Transfer in Multi-Task Deep Reinforcement Learning for Continuous Control NeurIPS 2020 KoGuN: Accelerating Deep Reinforcement Learning via Integrating Human Suboptimal Knowledge IJCAI 2020 Learning Adaptive Segmentation Policy for Simultaneous Translation EMNLP 2020 Learning Calibratable Policies using Programmatic Style-Consistency ICML 2020 Learning Fair Policies in Multi-Objective (Deep) Reinforcement Learning with Average and Discounted Rewards ICML 2020 Learning from Suboptimal Demonstration via Self-Supervised Reward Regression CoRL 2020 Learning Interactively to Resolve Ambiguity in Reference Frame Selection CoRL 2020 Learning Intrinsic Rewards as a Bi-Level Optimization Problem UAI 2020 Learning Near Optimal Policies with Low Inherent Bellman Error ICML 2020 Learning Situational Driving CVPR 2020 Learning to Generalize for Sequential Decision Making EMNLP 2020 Learning to Stop: A Simple yet Effective Approach to Urban Vision-Language Navigation EMNLP 2020 Learning to Walk in the Real World with Minimal Human Effort CoRL 2020 Learning Vision-based Reactive Policies for Obstacle Avoidance CoRL 2020 Mastering Complex Control in MOBA Games with Deep Reinforcement Learning AAAI 2020 Model-Free Real-Time Autonomous Energy Management for a Residential Multi-Carrier Energy System: A Deep Reinforcement Learning Approach IJCAI 2020 Multi-Agent Actor-Critic with Hierarchical Graph Attention Network AAAI 2020 Neural Dynamic Policies for End-to-End Sensorimotor Learning NeurIPS 2020 One Solution is Not All You Need: Few-Shot Extrapolation via Structured MaxEnt RL NeurIPS 2020 PFRL: Pose-Free Reinforcement Learning for 6D Pose Estimation CVPR 2020 PixL2R: Guiding Reinforcement Learning Using Natural Language by Mapping Pixels to Rewards CoRL 2020 PLAS: Latent Action Space for Offline Reinforcement Learning CoRL 2020 Playing Atari with Six Neurons (Extended Abstract) IJCAI 2020 Policy learning in SE(3) action spaces CoRL 2020