conftrace_

linear value function

6 papers

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Co-occurring keywords · papers mentioning both

regret bound (2) reinforcement learning (2) factored mdp (1) clinical decision support (1) linear parameterization (1) randomized value function (1) least-squares value iteration (1) exploitation-exploration tradeoff (1) sequential treatment (1) linear feature encoding (1)

Papers

Confident Approximate Policy Iteration for Efficient Local Planning in q^π-realizable MDPs NeurIPS 2022 Polynomial Time Reinforcement Learning in Factored State MDPs with Linear Value Functions AISTATS 2022 Generalization and Exploration via Randomized Value Functions ICML 2016 Linear Feature Encoding for Reinforcement Learning NeurIPS 2016 Linear Fitted-Q Iteration with Multiple Reward Functions JMLR 2012 Using Confidence Bounds for Exploitation-Exploration Trade-offs JMLR 2002