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• Understanding Curriculum Learning in Policy Optimization for Online Combinatorial Optimization
  2022 · 1 citations
• RLVE: Scaling Up Reinforcement Learning for Language Models with Adaptive Verifiable Environments
  2025
• Preference-Based Multi-Agent Reinforcement Learning: Data Coverage and Algorithmic Techniques
  2024
• Horizon-Free and Variance-Dependent Reinforcement Learning for Latent Markov Decision Processes
  2022
• Sharp Variance-Dependent Bounds in Reinforcement Learning: Best of Both Worlds in Stochastic and Deterministic Environments
  2023
• Free from Bellman Completeness: Trajectory Stitching via Model-based Return-conditioned Supervised Learning
  2023