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cs.LG 1

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2026 1

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Debiased Model-based Representations for Sample-efficient Continuous Control

cs.LG · 2026-05-12 · unverdicted · novelty 6.0

DR.Q debiases model-based representations for Q-learning by maximizing mutual information between state-action and next-state representations and applying faded prioritized experience replay, achieving competitive or superior performance on continuous control benchmarks.

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  • Debiased Model-based Representations for Sample-efficient Continuous Control cs.LG · 2026-05-12 · unverdicted · none · ref 9

    DR.Q debiases model-based representations for Q-learning by maximizing mutual information between state-action and next-state representations and applying faded prioritized experience replay, achieving competitive or superior performance on continuous control benchmarks.