Simple Actors and Deep Critics for Scalable Reinforcement Learning

Guhyeon Kang, Jaehwi Lee, Minhae Kwon

Recent progress in offline reinforcement learning (RL) has been driven by expressive generative actors such as diffusion and flow-matching policies, which capture multimodal behavi…