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linear parameterization

5 papers

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Co-occurring keywords · papers mentioning both

derivative-based penalty (1) finite-difference approximation (1) randomized value function (1) least-squares value iteration (1) tessellated kernel (1) exploratory trajectory (1) linear value function (1) generalization property (1) universal kernel (1) preference-based reinforcement learning (1)

Papers

Provable Reward-Agnostic Preference-Based Reinforcement Learning ICLR 2024 A Convex Parametrization of a New Class of Universal Kernel Functions JMLR 2020 Generalization and Exploration via Randomized Value Functions ICML 2016 Generalization Properties and Implicit Regularization for Multiple Passes SGM ICML 2016 Sample-based approximate regularization ICML 2014