Coupling Planning with Episodic Memory in LLM Agents for Software Issue Resolution
Source
Jiahao Zhang, Yifan Zhang, Yu Huang
Author
Jiahao Zhang, Yifan Zhang, Yu Huang
Date
Terms in this piece · Glossary
AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
Why it matters
Addresses the two failure modes that wreck long AI agentAn AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.Full definition → runs — stale evidence and self-declared success — with a design that holds across models and harnesses.
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