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• Improving Generalization of Deep Reinforcement Learning-based TSP Solvers
  2021 · 13 citations
• Generalization in Deep RL for TSP Problems via Equivariance and Local Search
  2021 · 6 citations
• LANPO: Bootstrapping Language and Numerical Feedback for Reinforcement Learning in LLMs
  2025
• Know When to Explore: Difficulty-Aware Certainty as a Guide for LLM Reinforcement Learning
  2025
• G1: Teaching LLMs to Reason on Graphs with Reinforcement Learning
  2025
• Towards Control-Centric Representations in Reinforcement Learning from Images
  2023