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Murray Shanahan
Murray Shanahan
Adresse e-mail validée de imperial.ac.uk
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The entropic brain: a theory of conscious states informed by neuroimaging research with psychedelic drugs
RL Carhart-Harris, R Leech, PJ Hellyer, M Shanahan, A Feilding, ...
Frontiers in human neuroscience 8, 20, 2014
11942014
Conditional neural processes
M Garnelo, D Rosenbaum, C Maddison, T Ramalho, D Saxton, ...
International conference on machine learning, 1704-1713, 2018
7012018
The event calculus explained
M Shanahan
Artificial intelligence today: Recent trends and developments, 409-430, 2001
6602001
Deep unsupervised clustering with gaussian mixture variational autoencoders
N Dilokthanakul, PAM Mediano, M Garnelo, MCH Lee, H Salimbeni, ...
arXiv preprint arXiv:1611.02648, 2016
6312016
Solving the frame problem: a mathematical investigation of the common sense law of inertia
M Shanahan
MIT press, 1997
6041997
The technological singularity
M Shanahan
MIT press, 2015
4452015
Prediction is Deduction but Explanation is Abduction.
M Shanahan
IJCAI 89, 1055-1060, 1989
3371989
A cognitive architecture that combines internal simulation with a global workspace
M Shanahan
Consciousness and cognition 15 (2), 433-449, 2006
3052006
Metastable chimera states in community-structured oscillator networks
M Shanahan
Chaos: An Interdisciplinary Journal of Nonlinear Science 20 (1), 2010
2832010
Solving the frame problem
M Shanahan
MIT press, 1997
2781997
Reconciling deep learning with symbolic artificial intelligence: representing objects and relations
M Garnelo, M Shanahan
Current Opinion in Behavioral Sciences 29, 17-23, 2019
2672019
Relational deep reinforcement learning
V Zambaldi, D Raposo, A Santoro, V Bapst, Y Li, I Babuschkin, K Tuyls, ...
arXiv preprint arXiv:1806.01830, 2018
2672018
Towards deep symbolic reinforcement learning
M Garnelo, K Arulkumaran, M Shanahan
arXiv preprint arXiv:1609.05518, 2016
2512016
Large-Scale Network Organisation in the Avian Forebrain: A Connectivity Matrix and Theoretical Analysis
M Shanahan, VP Bingman, T Shimizu, M Wild, O Güntürkün
Frontiers in Computational Neuroscience 7, 89, 2013
2462013
Applying global workspace theory to the frame problem
M Shanahan, B Baars
Cognition 98 (2), 157-176, 2005
2422005
The frame problem
M Shanahan
2402004
Embodiment and the inner life: cognition and consciousness in the space of possible minds
M Shanahan
Oxford University Press, 2010
2372010
The control of global brain dynamics: opposing actions of frontoparietal control and default mode networks on attention
PJ Hellyer, M Shanahan, G Scott, RJS Wise, DJ Sharp, R Leech
Journal of Neuroscience 34 (2), 451-461, 2014
2342014
Deep reinforcement learning with relational inductive biases
V Zambaldi, D Raposo, A Santoro, V Bapst, Y Li, I Babuschkin, K Tuyls, ...
International conference on learning representations, 2018
2112018
An abductive event calculus planner
M Shanahan
The Journal of Logic Programming 44 (1-3), 207-240, 2000
2042000
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