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Discord Stateoftheart AI
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Publications

Cited by

246

Cosmin Paduraru

DeepMind

Papers and Citations

1 - 50
Off-policy learning with options and recognizers
2006
Satinder Singh
Cosmin Paduraru
Doina Precup
+2
Cited by 25
Hyperparameter selection for offline reinforcement learning
2020
Cosmin Paduraru
Caglar Gulcehre
Andrea Michi
+5
Cited by 15
Grounding Abstractions in Predictive State Representations.
2007
Anna Koop
Brian Tanner
Cosmin Paduraru
+1
Cited by 12
A framework for computing bounds for the return of a policy
2011
Cosmin Paduraru
Joelle Pineau
Doina Precup
Cited by 7
An empirical analysis of off-policy learning in discrete mdps
2013
G Comănici
Joelle Pineau
Cosmin Paduraru
+1
Cited by 7
Planning with Approximate and Learned Models of Markov Decision Processes
2007
Cosmin Paduraru
Cited by 5
A study of off-policy learning in computational sustainability
2012
Cosmin Paduraru
Joelle Pineau
Doina Precup
+1
Cited by 4
Model-based reinforcement learning with state aggregation
2008
R Kaplow
Doina Precup
Cosmin Paduraru
+1
Cited by 4
Supervised Learning of Options: A Pilot Study
2005
Cosmin Paduraru
Vadim Bulitko
Cited by 1
Autoregressive Dynamics Models for Offline Policy Evaluation and Optimization
2021
Ofir Nachum
Tom Le Paine
Michael Zhang
+1
Cited by
Robust Constrained Reinforcement Learning for Continuous Control with Model Misspecification
2020
Dan Andrei Calian
Daniel J. Mankowitz
Cosmin Paduraru
+1
Cited by
Model-based Bayesian Reinforcement Learning with Tree-based State Aggregation
S Ross
Cosmin Paduraru
Joelle Pineau
+1
Cited by
Model-based Bayesian Reinforcement Learning with Adaptive State Aggregation
Doina Precup
Arthur Guez
Joelle Pineau
+1
Cited by