Self-Induced Outcome Potential: Turn-Level Credit Assignment for Agents without Verifiers Paper • 2605.04984 • Published May 6 • 1
Optimizing Agentic Reasoning with Retrieval via Synthetic Semantic Information Gain Reward Paper • 2602.00845 • Published Jan 31 • 1