Bob Givan
List of publications from the DBLP Bibliography Server - FAQ| 2013 | ||
|---|---|---|
| i6 | Sung Wook Yoon, Alan Fern, Robert Givan: Inductive Policy Selection for First-Order MDPs. CoRR abs/1301.0614 (2013) | |
| i5 | Thomas L. Dean, Robert Givan, Sonia M. Leach: Model Reduction Techniques for Computing Approximately Optimal Solutions for Markov Decision Processes. CoRR abs/1302.1533 (2013) | |
| 2012 | ||
| i4 | Lin Yuan, Sergey Kirshner, Robert Givan: Estimating Densities with Non-Parametric Exponential Families. CoRR abs/1206.5036 (2012) | |
| 2011 | ||
| j22 | Jia-Hong Wu, Rajesh Kalyanam, Robert Givan: Stochastic Enforced Hill-Climbing. J. Artif. Intell. Res. (JAIR) 42: 815-850 (2011) | |
| i3 | Alan Fern, Robert Givan, Jeffrey Mark Siskind: Specific-to-General Learning for Temporal Events with Application to Learning Event Definitions from Video. CoRR abs/1106.4572 (2011) | |
| i2 | Alan Fern, Robert Givan, Sung Wook Yoon: Approximate Policy Iteration with a Policy Language Bias: Solving Relational Markov Decision Processes. CoRR abs/1109.2156 (2011) | |
| 2010 | ||
| j21 | ||
| j20 | Jia-Hong Wu, Robert Givan: Automatic Induction of Bellman-Error Features for Probabilistic Planning. J. Artif. Intell. Res. (JAIR) 38: 687-755 (2010) | |
| 2009 | ||
| j19 | Kostas Stathis, Artur S. d'Avila Garcez, Robert Givan: Preface: Reinforcement Learning. J. Algorithms 64(4): 125-126 (2009) | |
| 2008 | ||
| j18 | Sung Wook Yoon, Alan Fern, Robert Givan: Learning Control Knowledge for Forward Search Planning. Journal of Machine Learning Research 9: 683-718 (2008) | |
| c31 | Sung Wook Yoon, Alan Fern, Robert Givan, Subbarao Kambhampati: Probabilistic Planning via Determinization in Hindsight. AAAI 2008: 1010-1016 | |
| c30 | ||
| 2007 | ||
| c29 | Jia-Hong Wu, Robert Givan: Discovering Relational Domain Features for Probabilistic Planning. ICAPS 2007: 344-351 | |
| c28 | Sung Wook Yoon, Alan Fern, Robert Givan: FF-Replan: A Baseline for Probabilistic Planning. ICAPS 2007: 352- | |
| c27 | Sung Wook Yoon, Alan Fern, Robert Givan: Using Learned Policies in Heuristic-Search Planning. IJCAI 2007: 2047-2053 | |
| 2006 | ||
| j17 | Alan Fern, Robert Givan: Sequential inference with reliable observations: Learning to construct force-dynamic models. Artif. Intell. 170(14-15): 1081-1100 (2006) | |
| j16 | Gang Wu, Edwin K. P. Chong, Robert Givan: Predictive buffer control in delivering remotely stored video using proxy servers. Computer Networks 50(18): 3721-3742 (2006) | |
| j15 | Alan Fern, Sung Wook Yoon, Robert Givan: Approximate Policy Iteration with a Policy Language Bias: Solving Relational Markov Decision Processes. J. Artif. Intell. Res. (JAIR) 25: 75-118 (2006) | |
| j14 | Alan Fern, Robert Givan, Babak Falsafi, T. N. Vijaykumar: Dynamic feature selection for hardware prediction. Journal of Systems Architecture 52(4): 213-234 (2006) | |
| c26 | Sung Wook Yoon, Alan Fern, Robert Givan: Learning Heuristic Functions from Relaxed Plans. ICAPS 2006: 162-171 | |
| 2005 | ||
| c25 | Sung Wook Yoon, Alan Fern, Robert Givan: Learning Measures of Progress for Planning Domains. AAAI 2005: 1217-1222 | |
| c24 | ||
| c23 | Jia-Hong Wu, Robert Givan: Feature-Discovering Approximate Value Iteration Methods. SARA 2005: 321-331 | |
| 2004 | ||
| j13 | Uday Savagaonkar, Edwin K. P. Chong, Robert Givan: Online pricing for bandwidth provisioning in multi-class networks. Computer Networks 44(6): 835-853 (2004) | |
| j12 | Hyeong Soo Chang, Robert Givan, Edwin K. P. Chong: Parallel Rollout for Online Solution of Partially Observable Markov Decision Processes. Discrete Event Dynamic Systems 14(3): 309-341 (2004) | |
| c22 | Alan Fern, Sung Wook Yoon, Robert Givan: Learning Domain-Specific Control Knowledge from Random Walks. ICAPS 2004: 191-199 | |
| c21 | ||
| 2003 | ||
| j11 | Robert Givan, Thomas L. Dean, Matthew Greig: Equivalence notions and model minimization in Markov decision processes. Artif. Intell. 147(1-2): 163-223 (2003) | |
| j10 | Alan Fern, Robert Givan: Online Ensemble Learning: An Empirical Study. Machine Learning 53(1-2): 71-109 (2003) | |
| c20 | Gang Wu, Edwin K. P. Chong, Robert Givan: Buffer control at video-streaming proxy. GLOBECOM 2003: 3558-3563 | |
| c19 | Alan Fern, Sung Wook Yoon, Robert Givan: Approximate Policy Iteration with a Policy Language Bias. NIPS 2003 | |
| 2002 | ||
| j9 | Robert Givan, David A. McAllester, Carl Witty, Dexter Kozen: Tarskian Set Constraints. Inf. Comput. 174(2): 105-131 (2002) | |
| j8 | Alan Fern, Robert Givan, Jeffrey Mark Siskind: Specific-to-General Learning for Temporal Events with Application to Learning Event Definitions from Video. J. Artif. Intell. Res. (JAIR) 17: 379-449 (2002) | |
| j7 | Daniel S. Bernstein, Robert Givan, Neil Immerman, Shlomo Zilberstein: The Complexity of Decentralized Control of Markov Decision Processes. Math. Oper. Res. 27(4): 819-840 (2002) | |
| j6 | Robert Givan, Edwin K. P. Chong, Hyeong Soo Chang: Scheduling Multiclass Packet Streams to Minimize Weighted Loss. Queueing Syst. 41(3): 241-270 (2002) | |
| j5 | Gang Wu, Edwin K. P. Chong, Robert Givan: Burst-level congestion control using hindsight optimization. IEEE Trans. Automat. Contr. 47(6): 979-991 (2002) | |
| j4 | Robert Givan, David A. McAllester: Polynomial-time computation via local inference relations. ACM Trans. Comput. Log. 3(4): 521-541 (2002) | |
| c18 | Alan Fern, Robert Givan, Jeffrey Mark Siskind: Specific-to-General Learning for Temporal Events. AAAI/IAAI 2002: 152-158 | |
| c17 | Alan Fern, Jeffrey Mark Siskind, Robert Givan: Learning Temporal, Relational, Force-Dynamic Event Definitions from Video. AAAI/IAAI 2002: 159-166 | |
| c16 | Gang Wu, Edwin K. P. Chong, Robert Givan: Streaming Stored Video over AIMD Transport Protocols. ISMSE 2002: 304-311 | |
| c15 | Sung Wook Yoon, Alan Fern, Robert Givan: Inductive Policy Selection for First-Order MDPs. UAI 2002: 568-576 | |
| 2001 | ||
| c14 | Gang Wu, Edwin K. P. Chong, Robert Givan: Congestion Control via Online Sampling. INFOCOM 2001: 1271-1280 | |
| 2000 | ||
| j3 | Robert Givan, Sonia M. Leach, Thomas L. Dean: Bounded-parameter Markov decision processes. Artif. Intell. 122(1-2): 71-109 (2000) | |
| c13 | Hyeong Soo Chang, Robert Givan, Edwin K. P. Chong: On-line Scheduling via Sampling. AIPS 2000: 62-71 | |
| c12 | ||
| i1 | Robert Givan, David A. McAllester: Polynomial-time Computation via Local Inference Relations. CoRR cs.LO/0007020 (2000) | |
| 1998 | ||
| c11 | Thomas L. Dean, Robert Givan, Kee-Eung Kim: Solving Stochastic Planning Problems with Large State and Action Spaces. AIPS 1998: 102-110 | |
| 1997 | ||
| c10 | Thomas L. Dean, Robert Givan: Model Minimization in Markov Decision Processes. AAAI/IAAI 1997: 106-111 | |
| c9 | ||
| c8 | Robert Givan, Sonia M. Leach, Thomas L. Dean: Bounded Parameter Markov Decision Processes. ECP 1997: 234-246 | |
| c7 | Robert Givan, Thomas L. Dean: Model Minimization, Regression, and Propositional STRIPS Planning. IJCAI 1997: 1163-1168 | |
| c6 | Thomas L. Dean, Robert Givan, Sonia M. Leach: Model Reduction Techniques for Computing Approximately Optimal Solutions for Markov Decision Processes. UAI 1997: 124-131 | |
| 1996 | ||
| c5 | David A. McAllester, Robert Givan, Carl Witty, Dexter Kozen: Tarskian Set Constraints. LICS 1996: 138-147 | |
| c4 | ||
| 1993 | ||
| j2 | David A. McAllester, Robert Givan: Taxonomic Syntax for First Order Inference. J. ACM 40(2): 246-283 (1993) | |
| 1992 | ||
| j1 | David A. McAllester, Robert Givan: Natural Language Syntax and First-Order Inference. Artif. Intell. 56(1): 1-20 (1992) | |
| c3 | ||
| 1991 | ||
| c2 | Robert Givan, David A. McAllester, Sameer Shalaby: Natural Language Based Inference Procedures Applied to Schubert's Steamroller. AAAI 1991: 915-920 | |
| 1989 | ||
| c1 | David A. McAllester, Robert Givan, Tanveer Fatima: Taxonomic Syntax for First Order Inference. KR 1989: 289-300 | |
Colors in the list of coauthors
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