Joelle Pineau

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Mahdi Milani Fard

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Publications

2014
[j17]
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William L. Hamilton, Mahdi Milani Fard, Joelle Pineau:
Efficient learning and planning with compressed predictive states. J. Mach. Learn. Res. 15(1): 3395-3439 (2014)
[i12]
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Mahdi Milani Fard, Joelle Pineau:
Non-Deterministic Policies in Markovian Decision Processes. CoRR abs/1401.3871 (2014)
2013
[c54]
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  - conf/icml/HamiltonFP13
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William L. Hamilton, Mahdi Milani Fard, Joelle Pineau:
Modelling Sparse Dynamical Systems with Compressed Predictive State Representations. ICML (1) 2013: 178-186
[c52]
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Mahdi Milani Fard, Yuri Grinberg, Amir-massoud Farahmand, Joelle Pineau, Doina Precup:
Bellman Error Based Feature Generation using Random Projections on Sparse Spaces. NIPS 2013: 3030-3038
[i8]
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William L. Hamilton, Mahdi Milani Fard, Joelle Pineau:
Efficient Learning and Planning with Compressed Predictive States. CoRR abs/1312.0286 (2013)
2012
[c50]
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  - conf/aaai/FardGPP12
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Mahdi Milani Fard, Yuri Grinberg, Joelle Pineau, Doina Precup:
Compressed Least-Squares Regression on Sparse Spaces. AAAI 2012: 1054-1060
[i6]
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  - journals/corr/abs-1202-3717
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Mahdi Milani Fard, Joelle Pineau, Csaba Szepesvári:
PAC-Bayesian Policy Evaluation for Reinforcement Learning. CoRR abs/1202.3717 (2012)
[i3]
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  - journals/corr/abs-1207-5554
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Mahdi Milani Fard, Yuri Grinberg, Amir Massoud Farahmand, Joelle Pineau, Doina Precup:
Bellman Error Based Feature Generation using Random Projections on Sparse Spaces. CoRR abs/1207.5554 (2012)
2011
[j12]
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  - journals/jair/FardP11
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Mahdi Milani Fard, Joelle Pineau:
Non-Deterministic Policies in Markovian Decision Processes. J. Artif. Intell. Res. 40: 1-24 (2011)
[c37]
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Mahdi Milani Fard, Joelle Pineau, Csaba Szepesvári:
PAC-Bayesian Policy Evaluation for Reinforcement Learning. UAI 2011: 195-202
2010
[c32]
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  - conf/nips/FardP10
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Mahdi Milani Fard, Joelle Pineau:
PAC-Bayesian Model Selection for Reinforcement Learning. NIPS 2010: 1624-1632
2008
[c26]
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  - conf/aaai/FardPS08
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Mahdi Milani Fard, Joelle Pineau, Peng Sun:
A Variance Analysis for POMDP Policy Evaluation. AAAI 2008: 1056-1061
[c20]
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Mahdi Milani Fard, Joelle Pineau:
MDPs with Non-Deterministic Policies. NIPS 2008: 1065-1072

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