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Bob Givan
Bob Givan
Verified email at purdue.edu - Homepage
Title
Cited by
Cited by
Year
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
20932002
Equivalence notions and model minimization in Markov decision processes
R Givan, T Dean, M Greig
Artificial Intelligence 147 (1-2), 163-223, 2003
4782003
FF-Replan: A Baseline for Probabilistic Planning.
SW Yoon, A Fern, R Givan
ICAPS 7, 352-359, 2007
4402007
Bounded-parameter Markov decision processes
R Givan, S Leach, T Dean
Artificial Intelligence 122 (1-2), 71-109, 2000
4362000
Model minimization in Markov decision processes
T Dean, R Givan
AAAI/IAAI, 106-111, 1997
2991997
Probabilistic planning via determinization in hindsight.
SW Yoon, A Fern, R Givan, S Kambhampati
AAAI, 1010-1016, 2008
2002008
Model reduction techniques for computing approximately optimal solutions for Markov decision processes
TL Dean, R Givan, S Leach
arXiv preprint arXiv:1302.1533, 2013
1792013
Online ensemble learning: An empirical study
A Fern, R Givan
Machine Learning 53, 71-109, 2003
1792003
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
1732006
Introduction to statistical relational learning
D Koller, N Friedman, S Džeroski, C Sutton, A McCallum, A Pfeffer, ...
MIT press, 2007
1682007
Relational reinforcement learning: An overview
P Tadepalli, R Givan, K Driessens
Proceedings of the ICML-2004 workshop on relational reinforcement learning, 1-9, 2004
1652004
Learning Control Knowledge for Forward Search Planning.
S Yoon, A Fern, R Givan
Journal of Machine Learning Research 9 (4), 2008
1402008
Approximate policy iteration with a policy language bias
A Fern, S Yoon, R Givan
Advances in neural information processing systems 16, 2003
1252003
Inductive policy selection for first-order MDPs
SW Yoon, A Fern, R Givan
arXiv preprint arXiv:1301.0614, 2012
1142012
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
1082000
On-line Scheduling via Sampling.
HS Chang, R Givan, EKP Chong
AIPS, 62-71, 2000
1012000
Natural language syntax and first-order inference
DA McAllester, R Givan
Artificial Intelligence 56 (1), 1-20, 1992
981992
Parallel rollout for online solution of partially observable Markov decision processes
HS Chang, R Givan, EKP Chong
Discrete Event Dynamic Systems 14, 309-341, 2004
972004
Landmark extraction via planning graph propagation
L Zhu, R Givan
ICAPS Doctoral Consortium, 156-160, 2003
922003
Learning Domain-Specific Control Knowledge from Random Walks.
A Fern, SW Yoon, R Givan
ICAPS, 191-199, 2004
902004
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