publications

2026

1. arXiv

   Score-Based One-step MeanFlow Policy Optimization

   Kyungyoon Kim, Donghyeon Ki, Hee-Jun Ahn, and Byung-Jun Lee

   arXiv preprint arXiv:2605.23365, 2026
2. arXiv

   Direct Soft-Policy Sampling via Langevin Dynamics

   Donghyeon Ki, Hee-Jun Ahn, Kyungyoon Kim, and Byung-Jun Lee

   arXiv preprint arXiv:2602.07873, 2026