04:00
2026-09-03
machinebrief.com
artificial-intelligence
PGPO: Potential-Guided Policy Optimization for Multi-Turn Agentic Tasks
Researchers propose Potential-Guided Policy Optimization (PGPO), a new reinforcement learning method for multi-turn agentic tasks that estimates empirical state potentials from anchor-state-group retu…