Joel Veness
Joel Veness
Google DeepMind
Verifierad e-postadress på google.com - Startsida
TitelCiteras avÅr
Human-level control through deep reinforcement learning
V Mnih, K Kavukcuoglu, D Silver, AA Rusu, J Veness, MG Bellemare, ...
Nature 518 (7540), 529, 2015
70202015
The arcade learning environment: An evaluation platform for general agents
MG Bellemare, Y Naddaf, J Veness, M Bowling
Journal of Artificial Intelligence Research, 2013
10162013
Overcoming catastrophic forgetting in neural networks
J Kirkpatrick, R Pascanu, N Rabinowitz, J Veness, G Desjardins, AA Rusu, ...
Proceedings of the national academy of sciences 114 (13), 3521-3526, 2017
6722017
Monte-Carlo planning in large POMDPs
D Silver, J Veness
Advances in neural information processing systems, 2164-2172, 2010
6422010
A Monte-Carlo AIXI Approximation
J Veness, KS Ng, M Hutter, W Uther, D Silver
Journal of Artificial Intelligence Research 40 (1), 95-142, 2011
1552011
Revisiting the arcade learning environment: Evaluation protocols and open problems for general agents
MC Machado, MG Bellemare, E Talvitie, J Veness, M Hausknecht, ...
Journal of Artificial Intelligence Research 61, 523-562, 2018
1132018
Bootstrapping from Game Tree Search
J Veness, D Silver, A Blair, W Uther
Advances in neural information processing systems, 1937-1945, 2009
632009
Investigating contingency awareness using Atari 2600 games
MG Bellemare, J Veness, M Bowling
Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
572012
An approximation of the universal intelligence measure
S Legg, J Veness
Ray Solomonoff Memorial Conference 2011, 2011
512011
Context tree switching
J Veness, KS Ng, M Hutter, M Bowling
2012 Data Compression Conference, 327-336, 2012
362012
Reinforcement learning via AIXI approximation
J Veness, KS Ng, M Hutter, D Silver
AAAI 2010, 2010
272010
Skip context tree switching
M Bellemare, J Veness, E Talvitie
International Conference on Machine Learning, 1458-1466, 2014
252014
Bayesian Learning of Recursively Factored Environments
M Bellemare, J Veness, M Bowling
ICML 2013, 2013
252013
Sketch-based linear value function approximation
M Bellemare, J Veness, M Bowling
Advances in Neural Information Processing Systems, 2213-2221, 2012
222012
Scalable adaptive stochastic optimization using random projections
G Krummenacher, B McWilliams, Y Kilcher, JM Buhmann, N Meinshausen
Advances in Neural Information Processing Systems, 1750-1758, 2016
18*2016
Compress and Control
J Veness, MG Bellemare, M Hutter, A Chua, G Desjardins
Association for the Advancement of Artificial Intelligence (AAAI), 2015
172015
Monte Carlo*-Minimax Search
M Lanctot, A Saffidine, J Veness, C Archibald, MHM Winands
IJCAI 2013, 2013
172013
Variance reduction in Monte-Carlo tree search
J Veness, M Lanctot, M Bowling
Advances in Neural Information Processing Systems, 1836-1844, 2011
162011
Partition Tree Weighting
J Veness, M White, M Bowling, A György
Data Compression Conference (DCC) 2013, 2013
152013
Effective use of transposition tables in stochastic game tree search
J Venesstt, ICT tNational, A Blairtt
CIG, 2007
122007
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Artiklar 1–20