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Inductive logic programming at 30


Feb 21, 2021
Andrew Cropper, Sebastijan Dumančić, Richard Evans, Stephen H. Muggleton

* Extension of IJCAI20 survey paper. arXiv admin note: substantial text overlap with arXiv:2002.11002, arXiv:2008.07912 

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Predicting Lexical Complexity in English Texts


Feb 17, 2021
Matthew Shardlow, Richard Evans, Marcos Zampieri


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Evaluating the Apperception Engine


Jul 09, 2020
Richard Evans, Jose Hernandez-Orallo, Johannes Welbl, Pushmeet Kohli, Marek Sergot

* arXiv admin note: substantial text overlap with arXiv:1910.02227 

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Classifying Referential and Non-referential It Using Gaze


Jun 23, 2020
Victoria Yaneva, Le An Ha, Richard Evans, Ruslan Mitkov

* Yaneva, V., Ha, L. A., Evans, R. and Mitkov, R. 2018. Classifying Referential and Non-referential It Using Gaze. Proceedings of the Empirical Methods in Natural Language Processing (EMNLP) conference 

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Making sense of sensory input


Oct 05, 2019
Richard Evans, Jose Hernandez-Orallo, Johannes Welbl, Pushmeet Kohli, Marek Sergot


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Inductive general game playing


Jun 23, 2019
Andrew Cropper, Richard Evans, Mark Law

* Accepted for the Machine Learning journal 

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Can Neural Networks Understand Logical Entailment?


Feb 23, 2018
Richard Evans, David Saxton, David Amos, Pushmeet Kohli, Edward Grefenstette

* Published at ICLR 2018 (main conference) 

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Learning Explanatory Rules from Noisy Data


Jan 25, 2018
Richard Evans, Edward Grefenstette

* 64 pages, to appear in Journal of Artificial Intelligence Research (Special Track on Deep Learning, Knowledge Representation, and Reasoning) 

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Deep Reinforcement Learning in Large Discrete Action Spaces


Apr 04, 2016
Gabriel Dulac-Arnold, Richard Evans, Hado van Hasselt, Peter Sunehag, Timothy Lillicrap, Jonathan Hunt, Timothy Mann, Theophane Weber, Thomas Degris, Ben Coppin


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Deep Reinforcement Learning with Attention for Slate Markov Decision Processes with High-Dimensional States and Actions


Dec 16, 2015
Peter Sunehag, Richard Evans, Gabriel Dulac-Arnold, Yori Zwols, Daniel Visentin, Ben Coppin


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Reinforcement Learning in a Neurally Controlled Robot Using Dopamine Modulated STDP


Feb 21, 2015
Richard Evans


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