{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T17:48:39Z","timestamp":1725558519973},"publisher-location":"Berlin, Heidelberg","reference-count":10,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540201212"},{"type":"electronic","value":"9783540398578"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2003]]},"DOI":"10.1007\/978-3-540-39857-8_9","type":"book-chapter","created":{"date-parts":[[2010,6,28]],"date-time":"2010-06-28T04:07:15Z","timestamp":1277698035000},"page":"72-83","source":"Crossref","is-referenced-by-count":1,"title":["Could Active Perception Aid Navigation of Partially Observable Grid Worlds?"],"prefix":"10.1007","author":[{"given":"Paul A.","family":"Crook","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gillian","family":"Hayes","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"9_CR1","unstructured":"Crook, P.A., Hayes, G.: Learning in a state of confusion: Perceptual aliasing in grid world navigation. In: Towards Intelligent Mobile Robots 2003 (TIMR 2003), 4th British Conference on (Mobile) Robotics, UWE, Bristol (2003) (in press)"},{"key":"9_CR2","unstructured":"Whitehead, S.D.: Reinforcement Learning for the Adaptive Control of Perception and Action. PhD thesis, University of Rochester, Department of Computer Science, Rochester, New York (1992)"},{"key":"9_CR3","doi-asserted-by":"crossref","first-page":"333","DOI":"10.7551\/mitpress\/3120.003.0036","volume-title":"From Animals to Animats 6: Proceedings of the Sixth International Conference on the Simulation of Adaptive Behavior (SAB 2000)","author":"P.L. Lanzi","year":"2000","unstructured":"Lanzi, P.L.: Adaptive agents with reinforcement learning and internal memory. In: Meyer, J.-A., et al. (eds.) From Animals to Animats 6: Proceedings of the Sixth International Conference on the Simulation of Adaptive Behavior (SAB 2000), pp. 333\u2013342. The MIT Press, Cambridge (2000)"},{"key":"9_CR4","unstructured":"Chrisman, L.: Reinforcement learning with perceptual aliasing: The perceptual distinctions approach. In: Tenth National Conference on Artificial Intelligence, pp. 183\u2013188. AAAI\/MIT Press (1992)"},{"key":"9_CR5","doi-asserted-by":"crossref","unstructured":"McCallum, A.K.: Overcoming incomplete perception with utile distinction memory. In: Tenth International Machine Learning Conference (ML 1993), Amherst, MA, pp. 190\u2013196 (1993)","DOI":"10.1016\/B978-1-55860-307-3.50031-9"},{"key":"9_CR6","volume-title":"Reinforcement Learning: An Introduction","author":"R.S. Sutton","year":"1998","unstructured":"Sutton, R.S., Barto, A.G.: Reinforcement Learning: An Introduction. The MIT Press, Cambridge (1998)"},{"key":"9_CR7","doi-asserted-by":"crossref","first-page":"238","DOI":"10.7551\/mitpress\/3117.003.0041","volume-title":"From Animals to Animats 3: Proceedings of the Third International Conference on Simulation of Adaptive Behavior (SAB 1994)","author":"M.L. Littman","year":"1994","unstructured":"Littman, M.L.: Memoryless policies: Theoretical limitations and practical results. In: Cliff, D., et al. (eds.) From Animals to Animats 3: Proceedings of the Third International Conference on Simulation of Adaptive Behavior (SAB 1994), pp. 238\u2013245. The MIT Press, Cambridge (1994)"},{"key":"9_CR8","doi-asserted-by":"crossref","unstructured":"Singh, S.P., Jaakkola, T., Jordan, M.I.: Learning without stateestimation in partially observable Markovian decision processes. In: International Conference on Machine Learning, pp. 284\u2013292 (1994)","DOI":"10.1016\/B978-1-55860-335-6.50042-8"},{"key":"9_CR9","first-page":"323","volume-title":"Proc. 15th International Conf. on Machine Learning","author":"J. Loch","year":"1998","unstructured":"Loch, J., Singh, S.: Using eligibility traces to find the best memoryless policy in partially observable Markov decision processes. In: Proc. 15th International Conf. on Machine Learning, pp. 323\u2013331. Morgan Kaufmann, San Francisco (1998)"},{"key":"9_CR10","doi-asserted-by":"crossref","first-page":"315","DOI":"10.7551\/mitpress\/3118.003.0039","volume-title":"From Animals to Animats 4: Proceedings of the Fourth International Conference on Simulation of Adaptive Behavior (SAB 1996)","author":"A.K. McCallum","year":"1996","unstructured":"McCallum, A.K.: Learning to use selective attention and short-term memory in sequential tasks. In: Maes, P., et al. (eds.) From Animals to Animats 4: Proceedings of the Fourth International Conference on Simulation of Adaptive Behavior (SAB 1996), pp. 315\u2013324. The MIT Press, Cambridge (1996)"}],"container-title":["Lecture Notes in Computer Science","Machine Learning: ECML 2003"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-39857-8_9","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,27]],"date-time":"2024-03-27T21:02:29Z","timestamp":1711573349000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-39857-8_9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2003]]},"ISBN":["9783540201212","9783540398578"],"references-count":10,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-39857-8_9","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2003]]}}}