{"id":"2610.29999","title":"EPIC: Rethinking Trust Regions for Autoregressive LLM Policies via Exact-KL Prefix Importance-Ratio Clipping","url":"https://codeofpaper.com/paper/2610.29999","arxiv_url":"https://arxiv.org/abs/2610.29999","published":"2026-10-21","code":"official","best":{"full_name":"LiChengxi666/EPIC","url":"https://github.com/LiChengxi666/EPIC","tier":"official","stars":1,"license":"Apache-2.0","framework":null,"language":"Python","last_commit":"2026-10-21T16:03:31"},"most_starred_community":null,"implementations":[{"full_name":"LiChengxi666/EPIC","url":"https://github.com/LiChengxi666/EPIC","tier":"official","stars":1,"license":"Apache-2.0","framework":null,"language":"Python","last_commit":"2026-10-21T16:03:31"}],"possible_matches":0}