Reinforcement Learning

Distributed Hierarchical Distribution Control for Very-Large-Scale Clustered Multi-Agent Systems RSS 2023 Distributed Offline Policy Optimization Over Batch Data AISTATS 2023 Distributionally Robust Policy Gradient for Offline Contextual Bandits AISTATS 2023 Distributional Meta-Gradient Reinforcement Learning ICLR 2023 Distributional Model Equivalence for Risk-Sensitive Reinforcement Learning NeurIPS 2023 Distributional Pareto-Optimal Multi-Objective Reinforcement Learning NeurIPS 2023 Distributional Policy Evaluation: a Maximum Entropy approach to Representation Learning NeurIPS 2023 Diverse Conventions for Human-AI Collaboration NeurIPS 2023 Diversify \& Conquer: Outcome-directed Curriculum RL via Out-of-Distribution Disagreement NeurIPS 2023 Diversify Question Generation with Retrieval-Augmented Style Transfer EMNLP 2023 DM²: Decentralized Multi-Agent Reinforcement Learning via Distribution Matching AAAI 2023 Do Embodied Agents Dream of Pixelated Sheep: Embodied Decision Making using Language Guided World Modelling ICML 2023 Does Sparsity Help in Learning Misspecified Linear Bandits? ICML 2023 Domain Adaptive Imitation Learning with Visual Observation NeurIPS 2023 DoMo-AC: Doubly Multi-step Off-policy Actor-Critic Algorithm ICML 2023 Double Duality: Variational Primal-Dual Policy Optimization for Constrained Reinforcement Learning JMLR 2023 Double Pessimism is Provably Efficient for Distributionally Robust Offline Reinforcement Learning: Generic Algorithm and Robust Partial Coverage NeurIPS 2023 Doubly Robust Augmented Transfer for Meta-Reinforcement Learning NeurIPS 2023 DPMAC: Differentially Private Communication for Cooperative Multi-Agent Reinforcement Learning IJCAI 2023 DPOK: Reinforcement Learning for Fine-tuning Text-to-Image Diffusion Models NeurIPS 2023 Dream to Generalize: Zero-Shot Model-Based Reinforcement Learning for Unseen Visual Distractions AAAI 2023 Dual Self-Awareness Value Decomposition Framework without Individual Global Max for Cooperative MARL NeurIPS 2023 Dueling RL: Reinforcement Learning with Trajectory Preferences AISTATS 2023 Dynamic Handover: Throw and Catch with Bimanual Hands CoRL 2023 Dynamic Inference With Grounding Based Vision and Language Models CVPR 2023