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• Efficient Adversarial Training without Attacking: Worst-Case-Aware Robust Reinforcement Learning
  2022 · 8 citations
• TACO: Temporal Latent Action-Driven Contrastive Loss for Visual Reinforcement Learning
  2023 · 5 citations
• Learning Generalizable Agents via Saliency-Guided Features Decorrelation
  2023 · 3 citations
• Transfer RL across Observation Feature Spaces via Model-Based Regularization
  2022 · 2 citations
• Distributional Reward Estimation for Effective Multi-Agent Deep Reinforcement Learning
  2022 · 2 citations
• A Simple Unified Uncertainty-Guided Framework for Offline-to-Online Reinforcement Learning
  2023 · 2 citations
• Instructed Diffuser with Temporal Condition Guidance for Offline Reinforcement Learning
  2023 · 1 citations
• Safety Guaranteed Robust Multi-Agent Reinforcement Learning with Hierarchical Control for Connected and Automated Vehicles
  2023 · 1 citations
• Game-Theoretic Robust Reinforcement Learning Handles Temporally-Coupled Perturbations
  2023
• COPlanner: Plan to Roll Out Conservatively but to Explore Optimistically for Model-Based RL
  2023
• Robustness to Multi-Modal Environment Uncertainty in MARL using Curriculum Learning
  2023