Mohammad Ghavamzadeh
Mohammad Ghavamzadeh
Facebook AI Research (FAIR)
Verified email at inria.fr - Homepage
Title
Cited by
Cited by
Year
Incremental natural actor-critic algorithms
S Bhatnagar, M Ghavamzadeh, M Lee, RS Sutton
Advances in neural information processing systems, 105-112, 2008
5292008
Bayesian reinforcement learning: A survey
M Ghavamzadeh, S Mannor, J Pineau, A Tamar
arXiv preprint arXiv:1609.04436, 2016
1902016
Best arm identification: A unified approach to fixed budget and fixed confidence
V Gabillon, M Ghavamzadeh, A Lazaric
Advances in Neural Information Processing Systems, 3212-3220, 2012
1672012
Regularized policy iteration
AM Farahmand, M Ghavamzadeh, S Mannor, C Szepesvári
Advances in Neural Information Processing Systems, 441-448, 2009
1472009
Hierarchical multi-agent reinforcement learning
R Makar, S Mahadevan, M Ghavamzadeh
Proceedings of the fifth international conference on Autonomous agents, 246-253, 2001
1392001
Hierarchical multi-agent reinforcement learning
M Ghavamzadeh, S Mahadevan, R Makar
Autonomous Agents and Multi-Agent Systems 13 (2), 197-229, 2006
1332006
Supervised actor-critic reinforcement learning
MT Rosenstein, AG Barto, J Si, A Barto, W Powell
Learning and Approximate Dynamic Programming: Scaling Up to the Real World …, 2004
1312004
High-confidence off-policy evaluation
PS Thomas, G Theocharous, M Ghavamzadeh
Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
1242015
Finite-Sample Analysis of Proximal Gradient TD Algorithms.
B Liu, J Liu, M Ghavamzadeh, S Mahadevan, M Petrik
UAI, 504-513, 2015
922015
High confidence policy improvement
P Thomas, G Theocharous, M Ghavamzadeh
International Conference on Machine Learning, 2380-2388, 2015
912015
Bayesian multi-task reinforcement learning
A Lazaric, M Ghavamzadeh
872010
Speedy Q-learning
MG Azar, R Munos, M Ghavamzadaeh, HJ Kappen
Spain, Granada: NIPS, 2011
822011
Bayesian policy gradient algorithms
M Ghavamzadeh, Y Engel
Advances in neural information processing systems, 457-464, 2007
822007
Multi-bandit best arm identification
V Gabillon, M Ghavamzadeh, A Lazaric, S Bubeck
Advances in Neural Information Processing Systems, 2222-2230, 2011
812011
Analysis of a classification-based policy iteration algorithm
A Lazaric, M Ghavamzadeh, R Munos
792010
Regularized fitted Q-iteration for planning in continuous-space Markovian decision problems
A massoud Farahmand, M Ghavamzadeh, C Szepesvári, S Mannor
2009 American Control Conference, 725-730, 2009
782009
Finite-sample analysis of least-squares policy iteration
A Lazaric, M Ghavamzadeh, R Munos
The Journal of Machine Learning Research 13 (1), 3041-3074, 2012
772012
A lyapunov-based approach to safe reinforcement learning
Y Chow, O Nachum, E Duenez-Guzman, M Ghavamzadeh
Advances in neural information processing systems, 8092-8101, 2018
762018
Learning to communicate and act using hierarchical reinforcement learning
M Ghavamzadeh, S Mahadevan
Computer Science Department Faculty Publication Series, 172, 2004
742004
Risk-constrained reinforcement learning with percentile risk criteria
Y Chow, M Ghavamzadeh, L Janson, M Pavone
The Journal of Machine Learning Research 18 (1), 6070-6120, 2017
722017
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