Agent based decision support system using reinforcement learning under emergency circumstances

Lecture Notes in Computer Science

Volumn 3610, Issue PART I, 2005, Pages 888-892

  Thapa, Devinder ^a   Jung, In Sung ^a   Wang, Gi Nam ^a  

^a Ajou University   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL COMPLEXITY; HEALTH CARE; LEARNING SYSTEMS; MARKOV PROCESSES; MATHEMATICAL MODELS;

MARKOV DECISION PROCESS; NOVEL INTERPRETATION; REINFORCEMENT LEARNING;

DECISION SUPPORT SYSTEMS;

EID: 26844472827     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/11539087_119     Document Type: Conference Paper

References (7)

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2. Bardram,J., E.: The Personal Medical Unit - A Ubiquitous Computing Infrastructure for Personal Pervasive Healthcare. UbiHealth 2004: The 3rd International Workshop on Ubiquitous Computing for Pervasive Healthcare Applications, (2004)
3. Watrous,R.L., and Towell,G.: A Patient-adaptive Neural Network EGG Patient Monitoring Algorithm. In Proceedings Computers in Cardiology, Vienna, Austria (1995), 229-232
4. Wendelken,S.,M., McGrath,S.,P. and Blike,G.,T.: Medical assessment algorithm for automated remote triage. International conference of the IEEE EMBS, Mexico,September (2003)
5. Sutton,R.,S., and Barto,A., G.: Reinforcement Learning: An Introduction. MIT Press, A Bradford Book, Cambridge, MA, (1998)
6. Kaelbling,L., P., Littman,M., L.,Moore, A., W.: Reinforcement Learning: A Survey. Journal of Artificial Intelligence Research 4, (1996),237-285
7. Hauskret,M., Fraser,H.: Planning Treatment of Ischemic Heart Disease with Partially Observable Markov Decision Process. Artificial Intelligence in Medicine,vol(18),(2000), 221-244