2008 |
47 | | Sung Wook Yoon,
Alan Fern,
Robert Givan,
Subbarao Kambhampati:
Probabilistic Planning via Determinization in Hindsight.
AAAI 2008: 1010-1016 |
46 | | Jia-Hong Wu,
Rajesh Kalyanam,
Robert Givan:
Stochastic Enforced Hill-Climbing.
ICAPS 2008: 396-403 |
2007 |
45 | | Jia-Hong Wu,
Robert Givan:
Discovering Relational Domain Features for Probabilistic Planning.
ICAPS 2007: 344-351 |
44 | | Sung Wook Yoon,
Alan Fern,
Robert Givan:
FF-Replan: A Baseline for Probabilistic Planning.
ICAPS 2007: 352- |
43 | EE | Sung Wook Yoon,
Alan Fern,
Robert Givan:
Using Learned Policies in Heuristic-Search Planning.
IJCAI 2007: 2047-2053 |
2006 |
42 | | Sung Wook Yoon,
Alan Fern,
Robert Givan:
Learning Heuristic Functions from Relaxed Plans.
ICAPS 2006: 162-171 |
41 | EE | Alan Fern,
Robert Givan:
Sequential inference with reliable observations: Learning to construct force-dynamic models.
Artif. Intell. 170(14-15): 1081-1100 (2006) |
40 | EE | 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) |
39 | EE | 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) |
38 | EE | Alan Fern,
Robert Givan,
Babak Falsafi,
T. N. Vijaykumar:
Dynamic feature selection for hardware prediction.
Journal of Systems Architecture 52(4): 213-234 (2006) |
2005 |
37 | | Sung Wook Yoon,
Alan Fern,
Robert Givan:
Learning Measures of Progress for Planning Domains.
AAAI 2005: 1217-1222 |
36 | | Lin Zhu,
Robert Givan:
Simultaneous Heuristic Search for Conjunctive Subgoals.
AAAI 2005: 1235-1241 |
35 | EE | Jia-Hong Wu,
Robert Givan:
Feature-Discovering Approximate Value Iteration Methods.
SARA 2005: 321-331 |
2004 |
34 | | Alan Fern,
Sung Wook Yoon,
Robert Givan:
Learning Domain-Specific Control Knowledge from Random Walks.
ICAPS 2004: 191-199 |
33 | EE | Alan Fern,
Robert Givan:
Relational sequential inference with reliable observations.
ICML 2004 |
32 | EE | Uday Savagaonkar,
Edwin K. P. Chong,
Robert Givan:
Online pricing for bandwidth provisioning in multi-class networks.
Computer Networks 44(6): 835-853 (2004) |
31 | EE | 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) |
2003 |
30 | EE | Alan Fern,
Sung Wook Yoon,
Robert Givan:
Approximate Policy Iteration with a Policy Language Bias.
NIPS 2003 |
29 | EE | Robert Givan,
Thomas Dean,
Matthew Greig:
Equivalence notions and model minimization in Markov decision processes.
Artif. Intell. 147(1-2): 163-223 (2003) |
28 | EE | Alan Fern,
Robert Givan:
Online Ensemble Learning: An Empirical Study.
Machine Learning 53(1-2): 71-109 (2003) |
2002 |
27 | | Alan Fern,
Robert Givan,
Jeffrey Mark Siskind:
Specific-to-General Learning for Temporal Events.
AAAI/IAAI 2002: 152-158 |
26 | | Alan Fern,
Jeffrey Mark Siskind,
Robert Givan:
Learning Temporal, Relational, Force-Dynamic Event Definitions from Video.
AAAI/IAAI 2002: 159-166 |
25 | EE | Gang Wu,
Edwin K. P. Chong,
Robert Givan:
Streaming Stored Video over AIMD Transport Protocols.
ISMSE 2002: 304-311 |
24 | | Sung Wook Yoon,
Alan Fern,
Robert Givan:
Inductive Policy Selection for First-Order MDPs.
UAI 2002: 568-576 |
23 | EE | Robert Givan,
David A. McAllester:
Polynomial-time computation via local inference relations.
ACM Trans. Comput. Log. 3(4): 521-541 (2002) |
22 | EE | Robert Givan,
David A. McAllester,
Carl Witty,
Dexter Kozen:
Tarskian Set Constraints.
Inf. Comput. 174(2): 105-131 (2002) |
21 | EE | 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) |
20 | EE | 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) |
19 | | Robert Givan,
Edwin K. P. Chong,
Hyeong Soo Chang:
Scheduling Multiclass Packet Streams to Minimize Weighted Loss.
Queueing Syst. 41(3): 241-270 (2002) |
2001 |
18 | EE | Gang Wu,
Edwin K. P. Chong,
Robert Givan:
Congestion Control via Online Sampling.
INFOCOM 2001: 1271-1280 |
2000 |
17 | | Hyeong Soo Chang,
Robert Givan,
Edwin K. P. Chong:
On-line Scheduling via Sampling.
AIPS 2000: 62-71 |
16 | | Alan Fern,
Robert Givan:
Online Ensemble Learning: An Empirical Study.
ICML 2000: 279-286 |
15 | EE | Robert Givan,
Sonia M. Leach,
Thomas Dean:
Bounded-parameter Markov decision processes.
Artif. Intell. 122(1-2): 71-109 (2000) |
14 | EE | Robert Givan,
David A. McAllester:
Polynomial-time Computation via Local Inference Relations
CoRR cs.LO/0007020: (2000) |
1998 |
13 | | Thomas Dean,
Robert Givan,
Kee-Eung Kim:
Solving Stochastic Planning Problems with Large State and Action Spaces.
AIPS 1998: 102-110 |
1997 |
12 | | Thomas Dean,
Robert Givan:
Model Minimization in Markov Decision Processes.
AAAI/IAAI 1997: 106-111 |
11 | | Robert Givan:
Obvious Properties of Computer Programs.
AAAI/IAAI 1997: 404-410 |
10 | | Robert Givan,
Sonia M. Leach,
Thomas Dean:
Bounded Parameter Markov Decision Processes.
ECP 1997: 234-246 |
9 | | Robert Givan,
Thomas Dean:
Model Minimization, Regression, and Propositional STRIPS Planning.
IJCAI 1997: 1163-1168 |
8 | EE | Thomas Dean,
Robert Givan,
Sonia M. Leach:
Model Reduction Techniques for Computing Approximately Optimal Solutions for Markov Decision Processes.
UAI 1997: 124-131 |
1996 |
7 | | David A. McAllester,
Robert Givan,
Carl Witty,
Dexter Kozen:
Tarskian Set Constraints.
LICS 1996: 138-147 |
6 | | Robert Givan:
Inferring Program Specifications in Polynomial-Time.
SAS 1996: 205-219 |
1993 |
5 | EE | David A. McAllester,
Robert Givan:
Taxonomic Syntax for First Order Inference.
J. ACM 40(2): 246-283 (1993) |
1992 |
4 | | Robert Givan,
David A. McAllester:
New Results on Local Inference Relations.
KR 1992: 403-412 |
3 | | David A. McAllester,
Robert Givan:
Natural Language Syntax and First-Order Inference.
Artif. Intell. 56(1): 1-20 (1992) |
1991 |
2 | | Robert Givan,
David A. McAllester,
Sameer Shalaby:
Natural Language Based Inference Procedures Applied to Schubert's Steamroller.
AAAI 1991: 915-920 |
1989 |
1 | | David A. McAllester,
Robert Givan,
Tanveer Fatima:
Taxonomic Syntax for First Order Inference.
KR 1989: 289-300 |