Reward Shaping for LLM Agents Calling External APIs
Decomposing rewards for multi-step tool calls helps LLM agents learn from nuanced failures.
Marcus Oyelowo
Contributing Editor
Marcus Oyelowo is a former UX designer turned writer who covered digital product psychology for a technology trade publication for nearly a decade before joining Habit Field. He focuses on how software and physical spaces can be deliberately structured to nudge or disrupt behavioral loops.
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Decomposing rewards for multi-step tool calls helps LLM agents learn from nuanced failures.