Automatic Discovery and Description of Human Planning Strategies

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Automatic Discovery and Description of Human Planning Strategies

29 September 2021

Julian Skirzyñski

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Papers citing "Automatic Discovery and Description of Human Planning Strategies"

11 / 11 papers shown

Title
Boosting human decision-making with AI-generated decision aids Frederic Becker Julian Skirzyñski B. V. Opheusden Falk Lieder 63 13 0 05 Mar 2022
Acquisition of Chess Knowledge in AlphaZero Thomas McGrath A. Kapishnikov Nenad Tomašev Adam Pearce Demis Hassabis Been Kim Ulrich Paquet Vladimir Kramnik 62 166 0 17 Nov 2021
Improving Human Decision-Making by Discovering Efficient Strategies for Hierarchical Planning Saksham Consul Lovis Heindrich Jugoslav Stojcheski Falk Lieder OffRL 45 9 0 31 Jan 2021
Automatic Discovery of Interpretable Planning Strategies Julian Skirzyñski Frederic Becker Falk Lieder 59 15 0 24 May 2020
Few-Shot Bayesian Imitation Learning with Logical Program Policies Tom Silver Kelsey R. Allen Alexander K. Lew L. Kaelbling J. Tenenbaum LM&Ro 104 52 0 12 Apr 2019
Variational Bayesian Optimal Experimental Design Adam Foster M. Jankowiak Eli Bingham Paul Horsfall Yee Whye Teh Tom Rainforth Noah D. Goodman 92 139 0 13 Mar 2019
An Algorithmic Perspective on Imitation Learning Takayuki Osa Joni Pajarinen Gerhard Neumann J. Andrew Bagnell Pieter Abbeel Jan Peters 88 847 0 16 Nov 2018
Toward Interpretable Deep Reinforcement Learning with Linear Model U-Trees Guiliang Liu Oliver Schulte Wang Zhu Qingcan Li AI4CE 45 136 0 16 Jul 2018
Programmatically Interpretable Reinforcement Learning Abhinav Verma V. Murali Rishabh Singh Pushmeet Kohli Swarat Chaudhuri 121 355 0 06 Apr 2018
Diversity is All You Need: Learning Skills without a Reward Function Benjamin Eysenbach Abhishek Gupta Julian Ibarz Sergey Levine 103 1,088 0 16 Feb 2018
Practical optimal experiment design with probabilistic programs Long Ouyang Michael Henry Tessler Daniel Ly Noah D. Goodman TPM 53 15 0 17 Aug 2016

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