policy learning

Imitation Learning As State Matching via Differentiable Physics CVPR 2023 Impossibly Good Experts and How to Follow Them ICLR 2023 Inducing Stackelberg Equilibrium through Spatio-Temporal Sequential Decision-Making in Multi-Agent Reinforcement Learning IJCAI 2023 Instructing Goal-Conditioned Reinforcement Learning Agents with Temporal Logic Objectives NeurIPS 2023 Inverse Preference Learning: Preference-based RL without a Reward Function NeurIPS 2023 Inverse Reinforcement Learning for Text Summarization EMNLP 2023 Jump-Start Reinforcement Learning ICML 2023 Language Instructed Reinforcement Learning for Human-AI Coordination ICML 2023 Layout-Based Causal Inference for Object Navigation CVPR 2023 Learning Compiler Pass Orders using Coreset and Normalized Value Prediction ICML 2023 Learning Control by Iterative Inversion ICML 2023 Learning Intuitive Policies Using Action Features ICML 2023 Learning Locomotion Skills from MPC in Sensor Space L4DC 2023 Learning Optimal Policy for Simultaneous Machine Translation via Binary Search ACL 2023 Learning Sequential Acquisition Policies for Robot-Assisted Feeding CoRL 2023 Learning Symbolic Rules over Abstract Meaning Representations for Textual Reinforcement Learning ACL 2023 Learning to Design and Use Tools for Robotic Manipulation CoRL 2023 Learning to Discern: Imitating Heterogeneous Human Demonstrations with Preference and Representation Learning CoRL 2023 Learning to Receive Help: Intervention-Aware Concept Embedding Models NeurIPS 2023 Learning to Shape Rewards Using a Game of Two Partners AAAI 2023 Learning Universal Policies via Text-Guided Video Generation NeurIPS 2023 Learning When to Speak: Latency and Quality Trade-offs for Simultaneous Speech-to-Speech Translation with Offline Models Interspeech 2023 Live in the Moment: Learning Dynamics Model Adapted to Evolving Policy ICML 2023 MAHALO: Unifying Offline Reinforcement Learning and Imitation Learning from Observations ICML 2023 More for Less: Safe Policy Improvement with Stronger Performance Guarantees IJCAI 2023