Reinforcement Learning

Imitating Language via Scalable Inverse Reinforcement Learning NeurIPS 2024 Imitation Learning from Observation with Automatic Discount Scheduling ICLR 2024 Improving Autonomous Separation Assurance through Distributed Reinforcement Learning with Attention Networks AAAI 2024 Improving Intrinsic Exploration by Creating Stationary Objectives ICLR 2024 Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint ACL 2024 Increasing the Difficulty of Automatically Generated Questions via Reinforcement Learning with Synthetic Preference for Cost-Effective Cultural Heritage Dataset Generation EMNLP 2024 Intelligent Switching for Reset-Free RL ICLR 2024 Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents NeurIPS 2024 Interpretable Preferences via Multi-Objective Reward Modeling and Mixture-of-Experts EMNLP 2024 Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning? NeurIPS 2024 Iteratively Refined Behavior Regularization for Offline Reinforcement Learning NeurIPS 2024 JaxMARL: Multi-Agent RL Environments and Algorithms in JAX NeurIPS 2024 Jumanji: a Diverse Suite of Scalable Reinforcement Learning Environments in JAX ICLR 2024 Latent Learning Progress Drives Autonomous Goal Selection in Human Reinforcement Learning NeurIPS 2024 Learn How to See: Collaborative Embodied Learning for Object Detection and Camera Adjusting AAAI 2024 Learning Decentralized Partially Observable Mean Field Control for Artificial Collective Behavior ICLR 2024 Learning from Sparse Offline Datasets via Conservative Density Estimation ICLR 2024 Learning Generalizable and Composable Abstractions for Transfer in Reinforcement Learning AAAI 2024 Learning Successor Features the Simple Way NeurIPS 2024 Learning to Act without Actions ICLR 2024 Learning to Control Camera Exposure via Reinforcement Learning CVPR 2024 Learning to Select Views for Efficient Multi-View Understanding CVPR 2024 Leveraging Separated World Model for Exploration in Visually Distracted Environments NeurIPS 2024 LIRE: listwise reward enhancement for preference alignment ACL 2024 Local Linearity: the Key for No-regret Reinforcement Learning in Continuous MDPs NeurIPS 2024