Applications

Learning Human Dynamics in Autonomous Driving Scenarios ICCV 2023 Learning Human-to-Robot Handovers From Point Clouds CVPR 2023 Learning Locomotion Skills from MPC in Sensor Space L4DC 2023 Learning Lyapunov-Stable Polynomial Dynamical Systems Through Imitation CoRL 2023 Learning Reusable Manipulation Strategies CoRL 2023 Learning Simultaneous Navigation and Construction in Grid Worlds ICLR 2023 Learning Soft Constraints From Constrained Expert Demonstrations ICLR 2023 Learning Symbolic Rules over Abstract Meaning Representations for Textual Reinforcement Learning ACL 2023 Learning Temporally AbstractWorld Models without Online Experimentation ICML 2023 Learning to Act for Perceiving in Partially Unknown Environments IJCAI 2023 Learning to Describe for Predicting Zero-shot Drug-Drug Interactions EMNLP 2023 Learning to Design and Use Tools for Robotic Manipulation CoRL 2023 Learning to Discover Skills through Guidance NeurIPS 2023 Learning to Initiate and Reason in Event-Driven Cascading Processes ICML 2023 Learning to Play General-Sum Games against Multiple Boundedly Rational Agents AAAI 2023 Learning to Self-Reconfigure for Freeform Modular Robots via Altruism Proximal Policy Optimization IJCAI 2023 Learning World Models with Identifiable Factorization NeurIPS 2023 LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios NeurIPS 2023 lilGym: Natural Language Visual Reasoning with Reinforcement Learning ACL 2023 Live in the Moment: Learning Dynamics Model Adapted to Evolving Policy ICML 2023 LIV: Language-Image Representations and Rewards for Robotic Control ICML 2023 Locomotion-Action-Manipulation: Synthesizing Human-Scene Interactions in Complex 3D Environments ICCV 2023 Long-Horizon Dialogue Understanding for Role Identification in the Game of Avalon with Large Language Models EMNLP 2023 Low Emission Building Control with Zero-Shot Reinforcement Learning AAAI 2023 Managing Temporal Resolution in Continuous Value Estimation: A Fundamental Trade-off NeurIPS 2023