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• Part II: ROLL Flash -- Accelerating RLVR and Agentic Training with Asynchrony
  2025 · 5 citations
• Complementary Reinforcement Learning
  2026
• Reformulate LLM Reinforcement Learning for Efficient Training under Black-box Discrepancy
  2026
• Attention Illuminates LLM Reasoning: The Preplan-and-Anchor Rhythm Enables Fine-Grained Policy Optimization
  2025
• The Rank and Gradient Lost in Non-stationarity: Sample Weight Decay for Mitigating Plasticity Loss in Reinforcement Learning
  2026
• Learning Intractable Multimodal Policies with Reparameterization and Diversity Regularization
  2025
• Asymmetric Proximal Policy Optimization: mini-critics boost LLM reasoning
  2025
• The Courage to Stop: Overcoming Sunk Cost Fallacy in Deep Reinforcement Learning
  2025
• Measure gradients, not activations! Enhancing neuronal activity in deep reinforcement learning
  2025
• Neuroplastic Expansion in Deep Reinforcement Learning
  2024