Hindsight-Anchored Policy Optimization: Turning Failure into Feedback in Sparse Reward Settings

Yuning Wu, Ke Wang, Devin Chen +1

Reinforcement Learning with Verifiable Rewards (RLVR) has emerged as a promising paradigm for post-training reasoning models. However, group-based methods such as Group Relative Po…