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ORCIDRobert Givan
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- affiliation: Purdue University, West Lafayette, USA
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2010 – 2019
- 2014
[i7]Jia-Hong Wu, Robert Givan:
Automatic Induction of Bellman-Error Features for Probabilistic Planning. CoRR abs/1401.3847 (2014)- 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. 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]Berthe Y. Choueiry, Bob Givan:
Preface. Ann. Math. Artif. Intell. 58(3-4): 153 (2010) - [j20]Jia-Hong Wu, Robert Givan:
Automatic Induction of Bellman-Error Features for Probabilistic Planning. J. Artif. Intell. Res. 38: 687-755 (2010)
2000 – 2009
- 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. J. Mach. Learn. Res. 9: 683-718 (2008) - [c34]Sung Wook Yoon, Alan Fern, Robert Givan, Subbarao Kambhampati:
Probabilistic Planning via Determinization in Hindsight. AAAI 2008: 1010-1016 - [c33]Jia-Hong Wu, Rajesh Kalyanam, Robert Givan:
Stochastic Enforced Hill-Climbing. ICAPS 2008: 396-403 - 2007
- [c32]Jia-Hong Wu, Robert Givan:
Relational State-Space Feature Learning and Its Applications in Planning. AAAI Fall Symposium: Computational Approaches to Representation Change during Learning and Development 2007: 88- - [c31]Jia-Hong Wu, Robert Givan:
Discovering Relational Domain Features for Probabilistic Planning. ICAPS 2007: 344-351 - [c30]Sung Wook Yoon, Alan Fern, Robert Givan:
FF-Replan: A Baseline for Probabilistic Planning. ICAPS 2007: 352- - [c29]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. Comput. 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. 25: 75-118 (2006) - [j14]Alan Fern, Robert Givan, Babak Falsafi, T. N. Vijaykumar:
Dynamic feature selection for hardware prediction. J. Syst. Archit. 52(4): 213-234 (2006) - [c28]Sung Wook Yoon, Alan Fern, Robert Givan:
Learning Heuristic Functions from Relaxed Plans. ICAPS 2006: 162-171 - 2005
- [c27]Sung Wook Yoon, Alan Fern, Robert Givan:
Learning Measures of Progress for Planning Domains. AAAI 2005: 1217-1222 - [c26]Lin Zhu, Robert Givan:
Simultaneous Heuristic Search for Conjunctive Subgoals. AAAI 2005: 1235-1241 - [c25]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. Comput. 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. Discret. Event Dyn. Syst. 14(3): 309-341 (2004) - [c24]Alan Fern, Sung Wook Yoon, Robert Givan:
Learning Domain-Specific Control Knowledge from Random Walks. ICAPS 2004: 191-199 - [c23]Alan Fern, Robert Givan:
Relational sequential inference with reliable observations. ICML 2004 - 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. Mach. Learn. 53(1-2): 71-109 (2003) - [c22]Gang Wu, Edwin K. P. Chong, Robert Givan:
Congestion control using policy rollout. CDC 2003: 4825-4830 - [c21]Gang Wu, Edwin K. P. Chong, Robert Givan:
Buffer control at video-streaming proxy. GLOBECOM 2003: 3558-3563 - [c20]Alan Fern, Sung Wook Yoon, Robert Givan:
Approximate Policy Iteration with a Policy Language Bias. NIPS 2003: 847-854 - 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. 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. Theory Appl. 41(3): 241-270 (2002) - [j5]Gang Wu, Edwin K. P. Chong, Robert Givan:
Burst-level congestion control using hindsight optimization. IEEE Trans. Autom. Control. 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) - [c19]Alan Fern, Robert Givan, Jeffrey Mark Siskind:
Specific-to-General Learning for Temporal Events. AAAI/IAAI 2002: 152-158 - [c18]Alan Fern, Jeffrey Mark Siskind, Robert Givan:
Learning Temporal, Relational, Force-Dynamic Event Definitions from Video. AAAI/IAAI 2002: 159-166 - [c17]Gang Wu, Edwin K. P. Chong, Robert Givan:
Streaming Stored Video over AIMD Transport Protocols. ISMSE 2002: 304-311 - [c16]Sung Wook Yoon, Alan Fern, Robert Givan:
Inductive Policy Selection for First-Order MDPs. UAI 2002: 568-576 - 2001
- [c15]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) - [c14]Hyeong Soo Chang, Robert Givan, Edwin K. P. Chong:
On-line Scheduling via Sampling. AIPS 2000: 62-71 - [c13]Edwin K. P. Chong, Robert Givan, Hyeong Soo Chang:
A framework for simulation-based network control via hindsight optimization. CDC 2000: 1433-1438 - [c12]Alan Fern, Robert Givan:
Online Ensemble Learning: An Empirical Study. ICML 2000: 279-286 - [i1]Robert Givan, David A. McAllester:
Polynomial-time Computation via Local Inference Relations. CoRR cs.LO/0007020 (2000)
1990 – 1999
- 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]Robert Givan:
Obvious Properties of Computer Programs. AAAI/IAAI 1997: 404-410 - [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
- [b1]Robert Givan:
Automatically inferring properties of computer programs. Massachusetts Institute of Technology, Cambridge, MA, USA, 1996 - [c5]David A. McAllester, Robert Givan, Carl Witty, Dexter Kozen:
Tarskian Set Constraints. LICS 1996: 138-147 - [c4]Robert Givan:
Inferring Program Specifications in Polynomial-Time. SAS 1996: 205-219 - 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]Robert Givan, David A. McAllester:
New Results on Local Inference Relations. KR 1992: 403-412 - 1991
- [c2]Robert Givan, David A. McAllester, Sameer Shalaby:
Natural Language Based Inference Procedures Applied to Schubert's Steamroller. AAAI 1991: 915-920
1980 – 1989
- 1989
- [c1]David A. McAllester, Robert Givan, Tanveer Fatima:
Taxonomic Syntax for First Order Inference. KR 1989: 289-300
Coauthor Index
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