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article · 2025

TUCA-HER: An Improved HER for Robot Manipulation Skill Learning via Trajectory Utility and Conservative Advantage

In the realm of multi-goal reinforcement learning for robot manipulation, effectively addressing sparse rewards has been a key challenge. The hindsight exper...

0 citationsDOI: https://doi.org/10.1109/tetci.2025.3548787
TUCA-HER: An Improved HER for Robot Manipulation Skill Learning via Trajectory Utility and Conservative Advantage