PBSD: Privileged Bayesian Self-Distillation for Long-Horizon Credit Assignment

Yang Tian, Rui Wang, Xumeng Wen +5

Long-horizon agentic tasks pose a fundamental credit assignment challenge for outcome-base reinforcement learning: trajectory-level rewards verify final correctness but provide lim…