{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T04:29:24Z","timestamp":1750307364818,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":19,"publisher":"ACM","license":[{"start":{"date-parts":[[2010,7,7]],"date-time":"2010-07-07T00:00:00Z","timestamp":1278460800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2010,7,7]]},"DOI":"10.1145\/1830483.1830671","type":"proceedings-article","created":{"date-parts":[[2010,7,11]],"date-time":"2010-07-11T22:03:17Z","timestamp":1278885797000},"page":"1031-1038","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":4,"title":["Multi-task evolutionary shaping without pre-specified representations"],"prefix":"10.1145","author":[{"given":"Matthijs","family":"Snel","sequence":"first","affiliation":[{"name":"Universiteit van Amsterdam, Amsterdam, Netherlands"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shimon","family":"Whiteson","sequence":"additional","affiliation":[{"name":"Universiteit van Amsterdam, Amsterdam, Netherlands"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2010,7,7]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1016\/0004-3702(94)90047-7"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1177\/1059712308092835"},{"key":"e_1_3_2_1_3_1","volume-title":"ICML Workshop on Structural Knowledge Transfer for Machine Learning","author":"Ferguson K.","year":"2006","unstructured":"K. Ferguson and S. Mahadevan . Proto-transfer learning in markov decision processes using spectral methods . In ICML Workshop on Structural Knowledge Transfer for Machine Learning , 2006 . K. Ferguson and S. Mahadevan. Proto-transfer learning in markov decision processes using spectral methods. In ICML Workshop on Structural Knowledge Transfer for Machine Learning, 2006."},{"key":"e_1_3_2_1_4_1","volume-title":"Proc. AAMAS 2009 Workshop on Adaptive Learning Agents","author":"Grzes M.","year":"2009","unstructured":"M. Grzes and D. Kudenko . Learning shaping rewards in model-based reinforcement learning . In Proc. AAMAS 2009 Workshop on Adaptive Learning Agents , 2009 . M. Grzes and D. Kudenko. Learning shaping rewards in model-based reinforcement learning. In Proc. AAMAS 2009 Workshop on Adaptive Learning Agents, 2009."},{"key":"e_1_3_2_1_5_1","first-page":"284","volume-title":"Proc. 13th International Conference on Machine Learning","author":"Koller D.","year":"1996","unstructured":"D. Koller and M. Sahami . Toward optimal feature selection . In Proc. 13th International Conference on Machine Learning , pages 284 -- 292 , 1996 . D. Koller and M. Sahami. Toward optimal feature selection. In Proc. 13th International Conference on Machine Learning, pages 284--292, 1996."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/1143844.1143906"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177729694"},{"key":"e_1_3_2_1_8_1","first-page":"355","volume-title":"Proc. 19th Int. Conference on Machine Learning","author":"Laud A.","year":"2002","unstructured":"A. Laud and G. DeJong . Reinforcement learning and shaping: Encouraging intended behaviors . In Proc. 19th Int. Conference on Machine Learning , pages 355 -- 362 , 2002 . A. Laud and G. DeJong. Reinforcement learning and shaping: Encouraging intended behaviors. In Proc. 19th Int. Conference on Machine Learning, pages 355--362, 2002."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/1273496.1273572"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/B978-1-55860-335-6.50030-1"},{"key":"e_1_3_2_1_12_1","volume-title":"Proc. 16th International Conference on Machine Learning","author":"Ng A.","year":"1999","unstructured":"A. Ng , D. Harada , and S. Russell . Policy invariance under reward transformations: Theory and application to reward shaping . In Proc. 16th International Conference on Machine Learning , 1999 . A. Ng, D. Harada, and S. Russell. Policy invariance under reward transformations: Theory and application to reward shaping. In Proc. 16th International Conference on Machine Learning, 1999."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390251"},{"key":"e_1_3_2_1_14_1","volume-title":"Proc. 15th International Conference on Machine Learning","author":"Randl\u00f8v J.","year":"1998","unstructured":"J. Randl\u00f8v and P. Alstr\u00f8m . Learning to drive a bicycle using reinforcement learning and shaping . In Proc. 15th International Conference on Machine Learning , 1998 . J. Randl\u00f8v and P. Alstr\u00f8m. Learning to drive a bicycle using reinforcement learning and shaping. In Proc. 15th International Conference on Machine Learning, 1998."},{"key":"e_1_3_2_1_15_1","first-page":"2601","volume-title":"Proc. 31st Annual Conference of the Cognitive Science Society","author":"Singh S.","year":"2009","unstructured":"S. Singh , R. Lewis , and A. Barto . Where do rewards come from ? In Proc. 31st Annual Conference of the Cognitive Science Society , pages 2601 -- 2606 , 2009 . S. Singh, R. Lewis, and A. Barto. Where do rewards come from? In Proc. 31st Annual Conference of the Cognitive Science Society, pages 2601--2606, 2009."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-69134-1_2"},{"issue":"1","key":"e_1_3_2_1_17_1","first-page":"1633","article-title":"Transfer learning for reinforcement learning domains: A survey","volume":"10","author":"Taylor M.","year":"2009","unstructured":"M. Taylor and P. Stone . Transfer learning for reinforcement learning domains: A survey . Journal of Machine Learning Research , 10 ( 1 ): 1633 -- 1685 , 2009 . M. Taylor and P. Stone. Transfer learning for reinforcement learning domains: A survey. Journal of Machine Learning Research, 10(1):1633--1685, 2009.","journal-title":"Journal of Machine Learning Research"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF00992698"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.5555\/1622434.1622441"},{"key":"e_1_3_2_1_20_1","first-page":"792","volume-title":"Proc. 20th International Conference on Machine Learning","author":"Wiewiora E.","year":"2003","unstructured":"E. Wiewiora , G. Cottrell , and C. Elkan . Principled methods for advising reinforcement learning agents . In Proc. 20th International Conference on Machine Learning , pages 792 -- 799 , 2003 . E. Wiewiora, G. Cottrell, and C. Elkan. Principled methods for advising reinforcement learning agents. In Proc. 20th International Conference on Machine Learning, pages 792--799, 2003."}],"event":{"name":"GECCO '10: Genetic and Evolutionary Computation Conference","sponsor":["SIGEVO ACM Special Interest Group on Genetic and Evolutionary Computation"],"location":"Portland Oregon USA","acronym":"GECCO '10"},"container-title":["Proceedings of the 12th annual conference on Genetic and evolutionary computation"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1830483.1830671","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/1830483.1830671","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T11:22:40Z","timestamp":1750245760000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1830483.1830671"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010,7,7]]},"references-count":19,"alternative-id":["10.1145\/1830483.1830671","10.1145\/1830483"],"URL":"https:\/\/doi.org\/10.1145\/1830483.1830671","relation":{},"subject":[],"published":{"date-parts":[[2010,7,7]]},"assertion":[{"value":"2010-07-07","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}