arXivWenjie Tang, Minne Li, Sijie Huang, Liquan Xiao, Yuan ZhouTue, May 19, 2026, 9:19 AM PDT
score 16.5
AI agents learn better by tracking what they believe, not just actions
Original: Rewarding Beliefs, Not Actions: Consistency-Guided Credit Assignment for Long-Horizon Agents
Source: arxiv.org ↗
Writing ELI5 summary…