VGFM: Expressive Robot Policies via Dense Value Guidance in Flow Matching
Value-Guided Flow Matching (VGFM), a scalable offline RL framework that enables dense value-guided shaping within a flow-based policy while avoiding BPTT and additional algorithmic overhead, is proposed.
Prajwal Koirala, Mark E. Campbell
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