17 citations · 29 across the 6 of their papers we have counts for
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stat.ML2013★ 17 cited
Cover Tree Bayesian Reinforcement Learning
Nikolaos Tziortziotis, Christos Dimitrakakis, Konstantinos Blekas
This paper proposes an online tree-based Bayesian approach for reinforcement learning. For inference, we employ a generalised context tree model. This defines a distribution on mul…
stat.ML2013
ABC Reinforcement Learning
Christos Dimitrakakis, Nikolaos Tziortziotis
This paper introduces a simple, general framework for likelihood-free Bayesian reinforcement learning, through Approximate Bayesian Computation (ABC). The main advantage is that we…