Graph-based domain mapping for transfer learning in general games

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4701 LNAI, Issue , 2007, Pages 188-200

  Kuhlmann, Gregory ^a   Stone, Peter ^a  

^a University of Texas at Austin   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DATA TRANSFER; FORMAL LANGUAGES; GAME THEORY; GRAPH THEORY; PROBLEM SOLVING;

NON-IDENTICAL GAMES; TRANSFER LEARNING; VALUE FUNCTION TRANSFER;

LEARNING SYSTEMS;

EID: 38049162213     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-74958-5_20     Document Type: Conference Paper

References (15)

1. Asgharbeygi, N., Stracuzzi, D., Langley, P.: Relational temporal difference learning. In: ICML (2006)
2. Banerjee, B., Stone, P.: General game learning using knowledge transfer. In: The 20th International Joint Conference on Artificial Intelligence, January 2007, pp. 672-677 (2007)
3. Campbell, M., Hoane Jr., A.J., Hsu, F.H.: Deep blue. Artificial Intelligence 134(1-2), 57-83 (2002)
4. Cordella, L.P., Foggia, P., Sansone, C., Vento, M.: An improved algorithm for matching large graphs. In: Proc. of the 3rd IAPR-TC-15 Internation Workshop on Graph-based Representations, Italy, pp. 149-159 (2001)
5. Costantini, S.: Comparing different graph representations of logic programs under the answer set semantics. In: Proceedings of the AAAI Spring Symposium on Answer Set Programming (2001)
6. Dimopoulos, Y., Torres, A.: Graph theoretical structures in logic programs and default theories. Theoretical Computer Science 170(1), 209-244 (1996)
7. Dzeroski, S., De Raedt, L., Driessens, K.: Relational reinforcement learning. Machine Learning 43, 7-52 (2001)
8. Genesereth, M., Love, N.: General game playing: Overview of the AAAI competition. AI Magazine 26(2) (2005)
9. Kuhlmann, G., Dresner, K., Stone, P.: Automatic heuristic contruction in a complete general game player. In: Proceedings of the Twenty-First National Conference on Artificial Intelligence (July 2006)
10. Pell, B.: Strategy generation and evaluation for meta-game playing. PhD thesis, University of Cambridge (1993)
11. Schaeffer, J., Culberson, J.C., Treloar, N., Knight, B., Lu, P., Szafron, D.: A world championship caliber checkers program. Artificial Intelligence 53(2-3), 273-289 (1992)
12. Scheffer, T., Herbrich, R., Wysotzki, F.: Efficient theta-subsumption based on graph algorithms. In: Inductive Logic Programming Workshop (1996)
13. Sutton, R.S., Barto, A.G.: Reinforcement Learning: An Introduction. MIT Press, Cambridge, MA (1998)
14. Taylor, M.E., Whiteson, S., Stone, P.: Transfer via inter-task mappings in policy search reinforcement learning. In: The Sixth International Joint Conference on Autonomous Agents and Multiagent Systems (May 2007)
15. Xu, D.-Y., Tao, Z.-H.: Complexities of homomorphism and isomorphism for definite logic programs. Journal of Computer Science and Technology 20(6), 758-762 (2005)