Prior-Guided Diffusion Planning for Offline Reinforcement Learning. - Donghyeon Ki; JunHyeok Oh; Seong-Woong Shim; Byung-Jun Lee 001 (CoRR, 2025)

Rethinking DPO: The Role of Rejected Responses in Preference Misalignment. - Jay Hyeon Cho; JunHyeok Oh; Myunsoo Kim; Byung-Jun Lee (CoRR, 2025)

Offline Reinforcement Learning with Penalized Action Noise Injection. - JunHyeok Oh; Byung-Jun Lee (CoRR, 2025)