Provably Bounded-Optimal Agents Export

@article{citeulike:2269352, abstract = {Since its inception, artificial intelligence has relied upon a theoretical foundation centred around perfect rationality as the desired property of intelligent systems. We argue, as others have done, that this foundation is inadequate because it imposes fundamentally unsatisfiable requirements. As a result, there has arisen a wide gap between theory and practice in AI, hindering progress in the field. We propose instead a property called bounded optimality. Roughly speaking, an agent is...}, address = {San Mateo, CA, USA}, author = {Russell, Stuart and Subramanian, Devika}, booktitle = {Proceedings of the Thirteenth International Joint Conference on Artificial Intelligence (IJCAI-93)}, citeulike-article-id = {2269352}, citeulike-linkout-0 = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.54.9473}, editor = {Bajcsy, Ruzena}, journal = {Journal of Artificial Intelligence Research}, keywords = {bounded\_optimality, seminal}, month = {May}, pages = {575--609}, posted-at = {2008-01-21 16:48:28}, priority = {3}, publisher = {Morgan Kaufmann}, title = {Provably Bounded-Optimal Agents}, url = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.54.9473}, volume = {2}, year = {1995} }

TY - JOUR ID - citeulike:2269352 L3 - citeulike-article-id:2269352 N2 - Since its inception, artificial intelligence has relied upon a theoretical foundation centred around perfect rationality as the desired property of intelligent systems. We argue, as others have done, that this foundation is inadequate because it imposes fundamentally unsatisfiable requirements. As a result, there has arisen a wide gap between theory and practice in AI, hindering progress in the field. We propose instead a property called bounded optimality. Roughly speaking, an agent is... JF - Journal of Artificial Intelligence Research AD - San Mateo, CA, USA EP - 609 TI - Provably Bounded-Optimal Agents PB - Morgan Kaufmann VL - 2 T2 - Proceedings of the Thirteenth International Joint Conference on Artificial Intelligence (IJCAI-93) SP - 575 KW - bounded_optimality KW - seminal AU - Russell, Stuart AU - Subramanian, Devika A2 - Bajcsy, Ruzena PY - 1995/05// UR - http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.54.9473 ER -