VH-GPO: Verified Handoff for LLM Agent Reinforcement Learning
cs.LG, cs.AI
Submitted: 2026-09-27
Updated: 2026-09-27
Terminology
Sources
- ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent
- Reinforced Self-Training (ReST) for Language Modeling
- REINFORCE++: Stabilizing Critic-Free Policy Optimization with Global Advantage Normalization
- Learning Agentic Policy from Action Guidance
- Agent Lightning: Train ANY AI Agents with Reinforcement Learning
- WebGPT: Browser-assisted question-answering with human feedback
- Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents
- Proximal Policy Optimization Algorithms
- DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
- RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning
- From Scoring to Acting: Outcome-Verified Comparative Self-Distillation for LLM Agents
- DASH-OPD: Discrepancy-Aware Switching with Hysteresis for On-Policy Distillation
- Qwen2.5 Technical Report
- Group Sequence Policy Optimization
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