Article

Single-Thinking-Process-Based Learning of Complete Issue-Related Materials for Autonomous Agents

2026-05-06

Abstract excerpt

<title>Abstract</title> <p>Autonomous agents operating in open and long-term environments should be able to learn from their own observations, actions, reasoning processes, external model interactions, and feedback with reduced human guidance. However, many existing agent learning frameworks treat perception, reasoning, memory, action, and feedback as relatively separated processes, which may cause useful learnin...

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Literature Corpus work: 636ee56e-a4f7-5a59-b077-93a0479a6951
DOI: 10.21203/rs.3.rs-9615104/v1

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