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• Combining Pessimism with Optimism for Robust and Efficient Model-Based Deep Reinforcement Learning
  2021 · 3 citations
• Safe Model-Based Multi-Agent Mean-Field Reinforcement Learning
  2023 · 1 citations
• Distributionally Robust Model-based Reinforcement Learning with Large State Spaces
  2023 · 1 citations
• Synthetic Data is Sufficient for Zero-Shot Visual Generalization from Offline Data
  2025
• wd1: Weighted Policy Optimization for Reasoning in Diffusion Language Models
  2025
• Near-optimal Policy Identification in Active Reinforcement Learning
  2022
• Efficient Planning in Combinatorial Action Spaces with Applications to Cooperative Multi-Agent Reinforcement Learning
  2023
• Adversarially Robust Decision Transformer
  2024