Towards refinement of abductive or inductive hypotheses through propagation

Journal of Applied Logic - Tập 7 - Trang 289-306 - 2009
Gauvain Bourgne1, Amal El Fallah Seghrouchni2, Nicolas Maudet1
1LAMSADE, Univ. Paris-Dauphine, 75775 Paris Cedex 16, France
2LIP6, Univ. Pierre and Marie Curie, 75016 Paris, France

Tài liệu tham khảo

Angluin, 1997, Learning regular sets from queries and counterexamples, Information and Computation, 75, 87, 10.1016/0890-5401(87)90052-6 Bourgne, 2007, Hypotheses refinement under topological communication constraints, 239 Bourgne, 2007, SMILE: Sound multi-agent incremental learning; -), 38 De Raedt, 1997, Logical settings for concept-learning, Artificial Intelligence, 95, 187, 10.1016/S0004-3702(97)00041-6 P. Flach, Abduction and induction: Syllogistic and inferential perspectives, in: P. Flach, A. Kakas (Eds.), Proceedings of the ECAI'96 Workshop on Abductive and Inductive Reasoning, 1996, pp. 31–35 Fürnkranz, 2002, A pathology of bottom-up hill-climbing in inductive rule learning, vol. 2533, 263 Gavanelli, 2004, An abductive framework for information sharing in multi-agent systems, vol. 3259, 34 M. Henniche, MGI: an incremental bottom-up algorithm, in: IEEE Aust. and New Zealand Conference on Intelligent Information Systems, 1994, pp. 347–351 Konieczny, 2005, Propositional belief base merging or how to merge beliefs/goals coming from several sources and some links with social choice theory, European Journal of Operational Research, 160, 785, 10.1016/j.ejor.2003.06.039 Maloof, 2004, Incremental learning with partial instance memory, Artificial Intelligence, 154, 95, 10.1016/j.artint.2003.04.001 S. Ontañón, E. Plaza, Learning and joint deliberation through argumentation in multi-agent systems, in: Proceedings of the 6th International Conference on Autonomous Agents and Multiagent Systems (AAMAS-2007), 2007, pp. 362–369 Poole, 1989, Explanation and prediction: An architecture for default and abductive reasoning, Computational Intelligence, 5, 97, 10.1111/j.1467-8640.1989.tb00319.x N. Roos, A. ten Tije, C. Witteveen, A protocol for multi-agent diagnosis with spatially distributed knowledge, in: Proceedings of the 2nd International Conference on Autonomous Agents and Multiagent Systems (AAMAS03), 2003, pp. 655–661 J. Wang, L. Gasser, Mutual online concept learning for multiple agents, in: Proceedings of the First International Conference on Autonomous Agents and Multiagent Systems (AAMAS-2002), 2002, pp. 362–369