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Learning Multiple Timescales for Goal-Conditioned Reinforcement Learning

Dutenhefner, Pedro Robles et al.
arXiv (All) · Papers
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Existing approaches to offline goal-conditioned reinforcement learning (GCRL) struggle with long-horizon tasks. Discounting shrinks value differences between distant states until they fall below the function approximation error, leaving the agent with no signal for ranking states. Temporal abstracti
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