Inverse Reinforcement Learning from Summary Data

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Inverse Reinforcement Learning from Summary Data

28 March 2017

A. Kangasrääsiö

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Papers citing "Inverse Reinforcement Learning from Summary Data"

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Title
Inferring Cognitive Models from Data using Approximate Bayesian Computation A. Kangasrääsiö Kumaripaba Athukorala Andrew Howes J. Corander Samuel Kaski Antti Oulasvirta 39 58 0 02 Dec 2016
Inverse Reinforcement Learning with Simultaneous Estimation of Rewards and Dynamics Michael Herman Tobias Gindele Jörg Wagner Felix Schmitt Wolfram Burgard 51 72 0 13 Apr 2016
Bayesian Optimization with Exponential Convergence Kenji Kawaguchi L. Kaelbling Tomás Lozano-Pérez 66 108 0 05 Apr 2016
Batch Bayesian Optimization via Local Penalization Javier I. González Zhenwen Dai Philipp Hennig Neil D. Lawrence 77 356 0 29 May 2015
Bayesian Optimization for Likelihood-Free Inference of Simulator-Based Statistical Models Michael U. Gutmann J. Corander 154 287 0 14 Jan 2015
Probabilistic inverse reinforcement learning in unknown environments Aristide C. Y. Tossou Christos Dimitrakakis 53 13 0 09 Aug 2014
On the Complexity of Best Arm Identification in Multi-Armed Bandit Models E. Kaufmann Olivier Cappé Aurélien Garivier 193 1,025 0 16 Jul 2014
Bayesian Optimization in a Billion Dimensions via Random Embeddings Ziyun Wang Frank Hutter M. Zoghi David Matheson Nando de Freitas 165 443 0 09 Jan 2013
Apprenticeship Learning using Inverse Reinforcement Learning and Gradient Methods Gergely Neu Csaba Szepesvári 77 243 0 20 Jun 2012
Bayesian multitask inverse reinforcement learning Christos Dimitrakakis Constantin Rothkopf BDL 67 107 0 18 Jun 2011
Preference elicitation and inverse reinforcement learning Constantin Rothkopf Christos Dimitrakakis BDL 88 82 0 29 Apr 2011
A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning E. Brochu Vlad M. Cora Nando de Freitas GP 138 2,448 0 12 Dec 2010