Self-Taught Self-Correction for Small Language Models
Paper • 2503.08681 • Published • 16
Self correction
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Learning from Failures: Correction-Oriented Policy Optimization with Verifiable Rewards
Paper • 2605.14539 • Published • 8 -
SEED: Self-Evolving On-Policy Distillation for Agentic Reinforcement Learning
Paper • 2607.14777 • Published • 97 -
Self-Improvements in Modern Agentic Systems: A Survey
Paper • 2607.13104 • Published • 31 -
AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents
Paper • 2607.18754 • Published • 21