Mohammad Ghavamzadeh
Mohammad Ghavamzadeh
Facebook AI Research (FAIR)
Verified email at inria.fr - Homepage
Title
Cited by
Cited by
Year
Natural actor–critic algorithms
S Bhatnagar, RS Sutton, M Ghavamzadeh, M Lee
Automatica 45 (11), 2471-2482, 2009
3992009
Bayesian reinforcement learning: A survey
M Ghavamzadeh, S Mannor, J Pineau, A Tamar
Foundations and Trends® in Machine Learning 8 (5-6), 359-483, 2015
1712015
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
1492012
Regularized policy iteration
AM Farahmand, M Ghavamzadeh, S Mannor, C Szepesvári
Advances in Neural Information Processing Systems, 441-448, 2009
1442009
Incremental natural actor-critic algorithms
S Bhatnagar, M Ghavamzadeh, M Lee, RS Sutton
Advances in neural information processing systems, 105-112, 2008
1412008
Hierarchical multi-agent reinforcement learning
R Makar, S Mahadevan, M Ghavamzadeh
Proceedings of the fifth international conference on Autonomous agents, 246-253, 2001
1402001
Hierarchical multi-agent reinforcement learning
M Ghavamzadeh, S Mahadevan, R Makar
Autonomous Agents and Multi-Agent Systems 13 (2), 197-229, 2006
1312006
Supervised actor-critic reinforcement learning
MT Rosenstein, AG Barto, J Si
Learning and Approximate Dynamic Programming: Scaling Up to the Real World …, 2004
1302004
High-confidence off-policy evaluation
PS Thomas, G Theocharous, M Ghavamzadeh
Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
1132015
Finite-Sample Analysis of Proximal Gradient TD Algorithms.
B Liu, J Liu, M Ghavamzadeh, S Mahadevan, M Petrik
UAI, 504-513, 2015
892015
Bayesian policy gradient algorithms
M Ghavamzadeh, Y Engel
Advances in neural information processing systems, 457-464, 2007
822007
Bayesian multi-task reinforcement learning
A Lazaric, M Ghavamzadeh
812010
High confidence policy improvement
P Thomas, G Theocharous, M Ghavamzadeh
International Conference on Machine Learning, 2380-2388, 2015
792015
Analysis of a classification-based policy iteration algorithm
A Lazaric, M Ghavamzadeh, R Munos
772010
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
762009
Multi-bandit best arm identification
V Gabillon, M Ghavamzadeh, A Lazaric, S Bubeck
Advances in Neural Information Processing Systems, 2222-2230, 2011
752011
Learning to communicate and act using hierarchical reinforcement learning
M Ghavamzadeh, S Mahadevan
Proceedings of the Third International Joint Conference on Autonomous Agents …, 2004
752004
Speedy Q-learning
MG Azar, R Munos, M Ghavamzadaeh, HJ Kappen
Spain, Granada: NIPS, 2011
742011
Finite-sample analysis of least-squares policy iteration
A Lazaric, M Ghavamzadeh, R Munos
Journal of Machine Learning Research 13 (Oct), 3041-3074, 2012
712012
Finite-sample analysis of LSTD
A Lazaric, M Ghavamzadeh, R Munos
632010
The system can't perform the operation now. Try again later.
Articles 1–20