Aleksandar Taranovic

PAWS method improves reinforcement learning with segment-based advantage functions

Researchers have introduced PAWS, a novel method for preference-based reinforcement learning that addresses a critical training-inference mismatch. By utilizing segment-level advantage functions for policy updates, PAWS…