← authors · overview

• CDE: Curiosity-Driven Exploration for Efficient Reinforcement Learning in Large Language Models
  2025 · 26 citations
• Temporal Difference Learning as Gradient Splitting
  2020 · 2 citations
• Scaling Reinforcement Learning for Content Moderation with Large Language Models
  2025 · 1 citations
• Proficiency Constrained Multi-Agent Reinforcement Learning for Environment-Adaptive Multi UAV-UGV Teaming
  2020 · 1 citations
• CoVe: Training Interactive Tool-Use Agents via Constraint-Guided Verification
  2026
• Save the Good Prefix: Precise Error Penalization via Process-Supervised RL to Enhance LLM Reasoning
  2026
• Stable and Efficient Single-Rollout RL for Multimodal Reasoning
  2025
• Efficient Reasoning via Reward Model
  2025
• Dual-Uncertainty Guided Policy Learning for Multimodal Reasoning
  2025
• DeepTravel: An End-to-End Agentic Reinforcement Learning Framework for Autonomous Travel Planning Agents
  2025
• GHPO: Adaptive Guidance for Stable and Efficient LLM Reinforcement Learning
  2025
• Towards Efficient Risk-Sensitive Policy Gradient: An Iteration Complexity Analysis
  2024
• IMRL: Integrating Visual, Physical, Temporal, and Geometric Representations for Enhanced Food Acquisition
  2024