Reinforcement Learning

Model-based Reinforcement Learning for Parameterized Action Spaces ICML 2024 Model-Based RL for Mean-Field Games is not Statistically Harder than Single-Agent RL ICML 2024 Model-Based Transfer Learning for Contextual Reinforcement Learning NeurIPS 2024 Model-free Low-Rank Reinforcement Learning via Leveraged Entry-wise Matrix Estimation NeurIPS 2024 Model-Free Representation Learning and Exploration in Low-Rank MDPs JMLR 2024 Model-Free Robust $φ$-Divergence Reinforcement Learning Using Both Offline and Online Data ICML 2024 Mollification Effects of Policy Gradient Methods ICML 2024 Momentum for the Win: Collaborative Federated Reinforcement Learning across Heterogeneous Environments ICML 2024 Monte Carlo Tree Search in the Presence of Transition Uncertainty AAAI 2024 MOPA: Modular Object Navigation With PointGoal Agents WACV 2024 MORE-3S:Multimodal-based Offline Reinforcement Learning with Shared Semantic Spaces COLING 2024 More Benefits of Being Distributional: Second-Order Bounds for Reinforcement Learning ICML 2024 More Victories, Less Cooperation: Assessing Cicero’s Diplomacy Play ACL 2024 MORL-Prompt: An Empirical Analysis of Multi-Objective Reinforcement Learning for Discrete Prompt Optimization EMNLP 2024 MOSER: Learning Sensory Policy for Task-specific Viewpoint via View-conditional World Model IJCAI 2024 MPC-inspired reinforcement learning for verifiable model-free control L4DC 2024 M-RAG: Reinforcing Large Language Model Performance through Retrieval-Augmented Generation with Multiple Partitions ACL 2024 Multi-agent assignment via state augmented reinforcement learning L4DC 2024 Multi-Agent Coordination via Multi-Level Communication NeurIPS 2024 Multi-Agent Domain Calibration with a Handful of Offline Data NeurIPS 2024 Multiagent Gumbel MuZero: Efficient Planning in Combinatorial Action Spaces AAAI 2024 Multi-Agent Imitation Learning: Value is Easy, Regret is Hard NeurIPS 2024 Multi-Agent Learning in Contextual Games under Unknown Constraints AISTATS 2024 Multi-Agent Reinforcement Learning Meets Leaf Sequencing in Radiotherapy ICML 2024 Multi-Agent Reinforcement Learning with Hierarchical Coordination for Emergency Responder Stationing ICML 2024