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• A Comprehensive Survey of Data Augmentation in Visual Reinforcement Learning
  2022 · 17 citations
• HyAR: Addressing Discrete-Continuous Action Reinforcement Learning via Hybrid Action Representation
  2021 · 10 citations
• Breaking the Curse of Dimensionality in Multiagent State Space: A Unified Agent Permutation Framework
  2022 · 10 citations
• Reasoning with Language Model is Planning with World Model
  2023 · 10 citations
• Learning Better with Less: Effective Augmentation for Sample-Efficient Visual Reinforcement Learning
  2023 · 10 citations
• Ensemble Successor Representations for Task Generalization in Offline-to-Online Reinforcement Learning
  2024 · 1 citations
• Evolutionary Discovery of Heuristic Policies for Traffic Signal Control
  2025
• PAnDR: Fast Adaptation to New Environments from Offline Experiences via Decoupling Policy and Environment Representations
  2022
• Provably Efficient Information-Directed Sampling Algorithms for Multi-Agent Reinforcement Learning
  2024
• Contrastive Representation for Data Filtering in Cross-Domain Offline Reinforcement Learning
  2024