Preprint
Aug 2026
AgentRewind: Recoverable Execution for Long-Horizon LLM Agents
AgentRewind is presented, a runtime recovery framework that records aligned checkpoints of the agent context and controlled environment, allowing agents to return to an earlier state and resume execution with information from previous attempts, improving task success rate and average checklist progress over the compared baselines.
Yu Zhuang, Kefei Chen, Yitong Duan et al.
· 2 citations