Targeting Pivotal Decisions for Credit Assignment in Agentic Reinforcement Learning
cs.CL, cs.AI
Submitted: 2026-09-28
Updated: 2026-09-28
Code: https://github.com/PrimeIntellect-ai/prime-rl
Terminology
Sources
- ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning
- ICRL: Learning to Internalize Self-Critique with Reinforcement Learning
- DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
- RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning
- TRIAGE: Role-Typed Credit Assignment for Agentic Reinforcement Learning
- Critique-GRPO: Advancing LLM Reasoning with Natural Language and Numerical Feedback
- ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL
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