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A new approach to probabilistic belief change

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dc.contributor.author Rens, G
dc.contributor.author Meyer, T
dc.date.accessioned 2016-02-23T08:57:03Z
dc.date.available 2016-02-23T08:57:03Z
dc.date.issued 2015-05
dc.identifier.citation Rens, G and Meyer, T. 2015. A new approach to probabilistic belief change. In: The Twenty-Eighth International Florida Artificial Intelligence Research Society (FLAIRS) Conference, Hollywood, Florida USA, 18-20 May 2015 en_US
dc.identifier.uri http://hdl.handle.net/10204/8400
dc.description The Twenty-Eighth International Florida Artificial Intelligence Research Society (FLAIRS) Conference, Hollywood, Florida USA, 18-20 May 2015. Due to copyright restrictions, the attached PDF file only contains the abstract of the full text item. For access to the full text item, please consult the publisher's website en_US
dc.description.abstract One way for an agent to deal with uncertainty about its beliefs is to maintain a probability distribution over the worlds it believes are possible. A belief change operation may recommend some previously believed worlds to become impossible and some previously disbelieved worlds to become possible. This work investigates how to redistribute probabilities due to worlds being added to and removed from an agent’s belief-state. Two related approaches are proposed and analyzed. en_US
dc.language.iso en en_US
dc.publisher AAAI Publications en_US
dc.relation.ispartofseries Workflow;15632
dc.subject Probabilistic belief change en_US
dc.subject Probability distribution en_US
dc.subject Artificial Intelligence en_US
dc.subject AI en_US
dc.title A new approach to probabilistic belief change en_US
dc.type Conference Presentation en_US
dc.identifier.apacitation Rens, G., & Meyer, T. (2015). A new approach to probabilistic belief change. AAAI Publications. http://hdl.handle.net/10204/8400 en_ZA
dc.identifier.chicagocitation Rens, G, and T Meyer. "A new approach to probabilistic belief change." (2015): http://hdl.handle.net/10204/8400 en_ZA
dc.identifier.vancouvercitation Rens G, Meyer T, A new approach to probabilistic belief change; AAAI Publications; 2015. http://hdl.handle.net/10204/8400 . en_ZA
dc.identifier.ris TY - Conference Presentation AU - Rens, G AU - Meyer, T AB - One way for an agent to deal with uncertainty about its beliefs is to maintain a probability distribution over the worlds it believes are possible. A belief change operation may recommend some previously believed worlds to become impossible and some previously disbelieved worlds to become possible. This work investigates how to redistribute probabilities due to worlds being added to and removed from an agent’s belief-state. Two related approaches are proposed and analyzed. DA - 2015-05 DB - ResearchSpace DP - CSIR KW - Probabilistic belief change KW - Probability distribution KW - Artificial Intelligence KW - AI LK - https://researchspace.csir.co.za PY - 2015 T1 - A new approach to probabilistic belief change TI - A new approach to probabilistic belief change UR - http://hdl.handle.net/10204/8400 ER - en_ZA


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