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average reward

29 papers

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Co-occurring keywords

markov decision process (790) reinforcement learning (4352) regret bound (1926) sample complexity (1169) average-reward mdp (10) policy learning (702) policy gradient (520) policy optimization (657) model-free reinforcement learning (63) reward shaping (110)

Papers

Exploration Bonus for Regret Minimization in Discrete and Continuous Average Reward MDPs NIPS 2019
On Average Reward Policy Evaluation in Infinite-State Partially Observable Systems AISTATS 2012
Adaptive Step-size Policy Gradients with Average Reward Metric ACML 2010
Hierarchical Average Reward Reinforcement Learning JMLR 2007