ProvableModel-based NonlinearBanditand ReinforcementLearning: ShelveOptimism,Embrace VirtualCurvature

Feb-11-2026, 11:36:04 GMT–Neural Information Processing Systems

A key algorithmic insight is that optimism may lead to over-exploration even for two-layer neural net model class.

artificial intelligence, machine learning, reinforcement learning, (16 more...)

Neural Information Processing Systems

Feb-11-2026, 11:36:04 GMT

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