[KongchangAI]
Concept

Turn-PPO

A variant of PPO for turn-based interaction settings. It treats a complete interaction turn as the unit of policy optimization, with turn advantages derived backward from the final outcome.

Timeline (last 90 days)

Oct 20

In the Turn-PPO stage, ClueFlow uses the attribution chain to enhance outcome-based turn advantage values, precisely allocating credit along the Source-State-Final chain.

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Oct 20

Turn-PPO is a variant of PPO in turn-based interaction settings that treats a complete interaction turn rather than a single token as the basic unit of policy optimization.

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