ProCredit: From Outcome Rewards to Progress Credit in Agentic Reinforcement Learning

Ming Ma, Yi Zhu, Yiran Zhong +7

Long-horizon agentic tasks require an agent to modify an environment through a sequence of tool calls, with success determined by the final state. The standard recipe assigns a sin…