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optimistic planning

10 papers

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Co-occurring keywords · papers mentioning both

markov decision process (4) online planning (3) value iteration (3) generative model (2) regret bound (2) optimism in the face of uncertainty (2) discounted reward (2) sample efficiency (2) reinforcement learning (2) stochastic optimization (2)

Papers

Optimistic Planning by Regularized Dynamic Programming ICML 2023 Confident Least Square Value Iteration with Local Access to a Simulator AISTATS 2022 Human-in-the-loop: Provably Efficient Preference-based Reinforcement Learning with General Function Approximation ICML 2022 A Sample-Efficient Algorithm for Episodic Finite-Horizon MDP with Constraints AAAI 2021 Recovering Bandits NeurIPS 2019 Scale-free adaptive planning for deterministic dynamics & discounted rewards ICML 2019 Optimistic Planning for the Stochastic Knapsack Problem AISTATS 2017 Optimistic Planning in Markov Decision Processes Using a Generative Model NeurIPS 2014 Aggregating Optimistic Planning Trees for Solving Markov Decision Processes NeurIPS 2013 Optimistic planning for Markov decision processes AISTATS 2012