04:00
2026-08-21
machinebrief.com
artificial-intelligence
MileGPO: Milestone Inference with Local Evidence for Graph-Based Policy Optimization of Long-Horizon LLM Agents
Researchers propose MileGPO, a method for credit assignment in long-horizon agentic reinforcement learning that derives process-level credit from grouped on-policy rollouts via Milestone Discovery, Re…