FlowDPG: Deterministic Policy Gradient on Flow Matching Policies for Real-World Manipulation

Kexin Shi, Junyao Shi, Poorvi Hebbar +5

Real-world reinforcement learning for robotic manipulation remains challenging, and this difficulty is amplified for flow matching policies: applying policy gradient methods to the…