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• When should we prefer Decision Transformers for Offline Reinforcement Learning?
  2023 · 5 citations
• Reinforcement Learning of Multi-Domain Dialog Policies Via Action Embeddings
  2022 · 3 citations
• Beyond GRPO and On-Policy Distillation: An Empirical Sparse-to-Dense Reward Principle for Language-Model Post-Training
  2026
• Planner-R1: Reward Shaping Enables Efficient Agentic RL with Smaller LLMs
  2025
• SMORE: Score Models for Offline Goal-Conditioned Reinforcement Learning
  2023