Robert L. Givan
Affiliations: | Electrical and Computer Engineering | Purdue University, West Lafayette, IN, United States |
Area:
Computer ScienceGoogle:
"Robert Givan"Children
Sign in to add trainee| Hyeong S. Chang | grad student | 2001 | Purdue |
| Uday R. Savagaonkar | grad student | 2002 | Purdue |
| Alan Fern | grad student | 2004 | Purdue |
| Sungwook Yoon | grad student | 2006 | Purdue |
| Jia-Hong Wu | grad student | 2009 | Purdue |
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Publications
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| Wu J, Kalyanam R, Givan R. (2011) Stochastic enforced hill-climbing Journal of Artificial Intelligence Research. 42: 815-850 |
| Wu J, Givan R. (2010) Automatic induction of bellman-error features for probabilistic planning Journal of Artificial Intelligence Research. 38: 687-755 |
| Fern A, Yoon S, Givan R. (2006) Approximate policy iteration with a policy language bias: solving relational Markov decision processes Journal of Artificial Intelligence Research. 25: 75-118 |
| Fern A, Givan R, Falsafi B, et al. (2006) Dynamic feature selection for hardware prediction Journal of Systems Architecture. 52: 213-234 |
| Wu G, Chong EK, Givan R. (2006) Predictive buffer control in delivering remotely stored video using proxy servers Computer Networks. 50: 3721-3742 |
| Fern A, Givan R. (2006) Sequential inference with reliable observations: learning to construct force-dynamic models Artificial Intelligence. 170: 1081-1100 |
| Chang HS, Givan R, Chong EKP. (2004) Parallel Rollout for Online Solution of Partially Observable Markov Decision Processes Discrete Event Dynamic Systems. 14: 309-341 |
| Savagaonkar U, Chong EK, Givan RL. (2004) Online pricing for bandwidth provisioning in multi-class networks Computer Networks. 44: 835-853 |
| Fern A, Givan R. (2003) Online Ensemble Learning: An Empirical Study Machine Learning. 53: 71-109 |
| Givan R, Dean T, Greig M. (2003) Equivalence notions and model minimization in Markov decision processes Artificial Intelligence. 147: 163-223 |