conftrace_

linear value function

6 papers

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Co-occurring keywords

regret bound (1926) reinforcement learning (4352) factored mdp (11) clinical decision support (57) linear parameterization (4) randomized value function (7) least-squares value iteration (4) fitted-q iteration (2) exploitation-exploration trade-off (1) sequential treatment (1)

Papers

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