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Bob Givan
Bob Givan
Verified email at purdue.edu - Homepage
Title
Cited by
Cited by
Year
Introduction to statistical relational learning
D Koller, N Friedman, S Džeroski, C Sutton, A McCallum, A Pfeffer, ...
MIT press, 2007
19312007
The complexity of decentralized control of Markov decision processes
DS Bernstein, R Givan, N Immerman, S Zilberstein
Mathematics of operations research 27 (4), 819-840, 2002
16302002
FF-Replan: A Baseline for Probabilistic Planning.
SW Yoon, A Fern, R Givan
ICAPS 7, 352-359, 2007
4142007
Equivalence notions and model minimization in Markov decision processes
R Givan, T Dean, M Greig
Artificial Intelligence 147 (1-2), 163-223, 2003
3982003
Bounded-parameter Markov decision processes
R Givan, S Leach, T Dean
Artificial Intelligence 122 (1-2), 71-109, 2000
3952000
Model minimization in Markov decision processes
T Dean, R Givan
AAAI/IAAI, 106-111, 1997
2911997
Probabilistic planning via determinization in hindsight.
SW Yoon, A Fern, R Givan, S Kambhampati
AAAI, 1010-1016, 2008
1882008
Online ensemble learning: An empirical study
A Fern, R Givan
Machine Learning 53 (1), 71-109, 2003
1732003
Model reduction techniques for computing approximately optimal solutions for Markov decision processes
TL Dean, R Givan, S Leach
arXiv preprint arXiv:1302.1533, 2013
1642013
Approximate policy iteration with a policy language bias: Solving relational Markov decision processes
A Fern, S Yoon, R Givan
Journal of Artificial Intelligence Research 25, 75-118, 2006
1562006
Relational reinforcement learning: An overview
P Tadepalli, R Givan, K Driessens
Proceedings of the ICML-2004 workshop on relational reinforcement learning, 1-9, 2004
1562004
Approximate policy iteration with a policy language bias
A Fern, S Yoon, R Givan
Advances in neural information processing systems 16, 2003
1262003
Learning Control Knowledge for Forward Search Planning.
S Yoon, A Fern, R Givan
Journal of Machine Learning Research 9 (4), 2008
1252008
Inductive policy selection for first-order MDPs
SW Yoon, A Fern, R Givan
arXiv preprint arXiv:1301.0614, 2012
1102012
A framework for simulation-based network control via hindsight optimization
EKP Chong, RL Givan, HS Chang
Proceedings of the 39th IEEE Conference on Decision and Control (Cat. No …, 2000
1042000
Parallel rollout for online solution of partially observable Markov decision processes
HS Chang, R Givan, EKP Chong
Discrete Event Dynamic Systems 14 (3), 309-341, 2004
962004
On-line Scheduling via Sampling.
HS Chang, R Givan, EKP Chong
AIPS, 62-71, 2000
932000
Natural language syntax and first-order inference
DA McAllester, R Givan
Artificial Intelligence 56 (1), 1-20, 1992
931992
Natural language syntax and first-order inference
DA McAllester, R Givan
Artificial Intelligence 56 (1), 1-20, 1992
931992
Landmark extraction via planning graph propagation
L Zhu, R Givan
ICAPS Doctoral Consortium, 156-160, 2003
852003
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