Author

Kuo-Kun Tseng

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Preprint Jul 2026

Reward-Driven LLM Agent Workflows: Synthesizing POMDP Routing and Self-Correction for Autonomous Decision-Making

This research bridges theoretical foundations of reinforcement learning and graph-based memory with autonomous agent workflows, and offers a practical, scalable reference framework for developing artificial intelligence technologies in complex, multi-step autonomous systems.

Amez Amanj Ali, Kuo-Kun Tseng · 0 citations