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The Physics of Multi-Turn Long-Horizon Planning

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08:16

2026-07-29

dev.to

artificial-intelligence

Deconstructing Agentic Planning: Insights from Controlled Multi-Turn Environments

A new study, 'The Physics of Multi-Turn Long-Horizon Planning,' introduces a controlled environment to isolate variables in agentic planning. The research identifies three stages—pre-training, post-tr…

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Chain-of-Thought 1 Group Relative Policy Optimization 1 On-Policy Distillation 1 Multi-Teacher On-Policy Distillation 1

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artificial intelligence 1 machine learning 1 ai research 1 ai agents 1 large language models 1