Applications

Learning Coverage Paths in Unknown Environments with Deep Reinforcement Learning ICML 2024 Learning Decentralized Multi-Biped Control for Payload Transport CoRL 2024 Learning Dynamic Mechanisms in Unknown Environments: A Reinforcement Learning Approach JMLR 2024 Learning Extensive-Form Perfect Equilibria in Two-Player Zero-Sum Sequential Games AISTATS 2024 Learning Fair Cooperation in Mixed-Motive Games with Indirect Reciprocity IJCAI 2024 Learning Generalizable and Composable Abstractions for Transfer in Reinforcement Learning AAAI 2024 Learning H-Infinity Locomotion Control CoRL 2024 Learning Manipulation by Predicting Interaction RSS 2024 Learning Multimodal Behaviors from Scratch with Diffusion Policy Gradient NeurIPS 2024 Learning Pareto Set for Multi-Objective Continuous Robot Control IJCAI 2024 Learning Quadruped Locomotion Using Differentiable Simulation CoRL 2024 Learning Representations for Robust Human-Robot Interaction AAAI 2024 Learning Robotic Locomotion Affordances and Photorealistic Simulators from Human-Captured Data CoRL 2024 Learning Robot Soccer from Egocentric Vision with Deep Reinforcement Learning CoRL 2024 Learning Safety Constraints from Demonstrations with Unknown Rewards AISTATS 2024 Learning to Assist Humans without Inferring Rewards NeurIPS 2024 Learning to Control Camera Exposure via Reinforcement Learning CVPR 2024 Learning to Cooperate with Humans using Generative Agents NeurIPS 2024 Learning to Discuss Strategically: A Case Study on One Night Ultimate Werewolf NeurIPS 2024 Learning to Explore in POMDPs with Informational Rewards ICML 2024 Learning to Look: Seeking Information for Decision Making via Policy Factorization CoRL 2024 Learning to Navigate Efficiently and Precisely in Real Environments CVPR 2024 Learning to Play Atari in a World of Tokens ICML 2024 Learning to Resolve Social Dilemmas: A Survey (Abstract Reprint) IJCAI 2024 Learning to stabilize high-dimensional unknown systems using Lyapunov-guided exploration L4DC 2024