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| topics: |
CGT | DM | LGM |
|---|
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2003
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| C |
C. Guestrin, D. Koller, C. Gearhart, and N. Kanodia (2003). "Generalizing Plans to New Environments in Relational MDPs." Eighteenth International Joint Conference on Artificial Intelligence (IJCAI).
| bib/abs
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| topics: |
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DM |
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| J |
C.E. Guestrin, D. Koller, R. Parr, and S. Venkataraman (2003). "Efficient Solution Algorithms for Factored MDPs." Journal of Artificial Intelligence Research, 19, 399-468.
IJCAI/JAIR Best Paper Award, 2007.
| bib/abs
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| topics: |
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DM |
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2002
|
| C |
C.E. Guestrin, D. Koller, and R. Parr (2002). "Multiagent Planning with Factored MDPs." Advances in Neural Information Processing Systems (NIPS 2001) (pp. 1523-1530).
| bib/abs
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| topics: |
|
DM |
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2001
|
| C |
C. Guestrin, D. Koller, and R. Parr (2001). "Max-norm Projections for Factored MDPs." Seventeenth International Joint Conference on Artificial Intelligence (IJCAI) (pp. 673-680).
| bib/abs
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| topics: |
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DM |
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| C |
U. Chajewska, D. Koller, and D. Ormoneit (2001). "Learning an Agent's Utility Function by Observing Behavior." Proceedings of the Eighteenth International Conference on Machine Learning (ICML).
| bib/abs
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| topics: |
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DM |
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| C |
D. Koller and B. Milch (2001). "Multi-Agent Influence Diagrams for Representing and Solving Games." Proc. 17th International Joint Conference on Artificial Intelligence (IJCAI) (pp. 1027-1034).
[newer version, 2003] | bib/abs
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| topics: |
CGT |
DM |
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2000
|
| C |
U. Chajewska, D. Koller, and R. Parr (2000). "Making Rational Decisions using Adaptive Utility Elicitation." Proceedings of the 17th National Conference on Artificial Intelligence (AAAI) (pp. 363-369).
| bib/abs
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| topics: |
|
DM |
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|
| C |
U. Chajewska and D. Koller (2000). "Utilities as Random Variables: Density Estimation and Structure Discovery." Proc. UAI--00 (pp. 63-71).
| bib/abs
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| topics: |
|
DM |
LGM |
|
| C |
D. Koller and R. Parr (2000). "Policy Iteration for Factored MDPs." Proceedings of the 16th Annual Conference on Uncertainty in AI (UAI) (pp. 326-334).
| bib/abs
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| topics: |
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DM |
|
|
| C |
B. Milch and D. Koller (2000). "Probabilistic Models for Agents' Beliefs and Decisions." Proceedings of the 16th Annual Conference on Uncertainty in AI (UAI) (pp. 389-396).
| bib/abs
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| topics: |
|
DM |
|
|
| C |
A. Rodríguez, R. Parr, and D. Koller (2000). "Reinforcement Learning Using Approximate Belief States." Advances in Neural Information Processing Systems (NIPS '99) (pp. 1036-1042).
| bib/abs
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| topics: |
|
DM |
|
|
| C |
A.Y. Ng, R. Parr, and D. Koller (2000). "Policy Search via Density Estimation." Advances in Neural Information Processing Systems (NIPS '99).
| bib/abs
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| topics: |
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DM |
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