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Abstract: Reinforcement Learning (RL) has shown promise in robotic navigation tasks, yet applying it to real-world environments remains challenging due to dynamic complexities and the need for ...

Abstract: In the realm of multi-goal reinforcement learning for robot manipulation, effectively addressing sparse rewards has been a key challenge. The hindsight experience replay (HER) mechanism has ...