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Volumn , Issue , 2010, Pages 1039-1046

Multi-task evolutionary shaping without pre-specified representations

Author keywords

Feature selection; Genetic algorithms; Reinforcement learning; Shaping

Indexed keywords

ALTERNATIVE METHODS; COMPUTATIONAL COSTS; FEATURE SELECTION; FEATURE SELECTION METHODS; FITNESS MEASURES; SHAPING; SPEED-UPS; VALUE FUNCTIONS;

EID: 77955914197     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1830483.1830671     Document Type: Conference Paper
Times cited : (14)

References (20)
  • 1
    • 0028739953 scopus 로고
    • Robot shaping: Developing autonomous agents through learning
    • M. Dorigo andM. Colombetti. Robot shaping: developing autonomous agents through learning. Artificial Intelligence, 71(2): 321-370, 1994.
    • (1994) Artificial Intelligence , vol.71 , Issue.2 , pp. 321-370
    • Dorigo, M.1    Colombetti, M.2
  • 2
    • 55949119833 scopus 로고    scopus 로고
    • Co-evolution of shaping: Rewards and metaparameters in reinforcement learning
    • S. Elfwing, E. Uchibe, K. Doya, andH. Christensen. Co-evolution of shaping: Rewards and metaparameters in reinforcement learning. Adaptive Behavior, 16(6): 400-412, 2008.
    • (2008) Adaptive Behavior , vol.16 , Issue.6 , pp. 400-412
    • Elfwing, S.1    Uchibe, E.2    Doya, K.3    Christensen, H.4
  • 8
    • 1942482706 scopus 로고    scopus 로고
    • Reinforcement learning and shaping: Encouraging intended behaviors
    • A. Laud andG. DeJong. Reinforcement learning and shaping: Encouraging intended behaviors. In Proc. 19th Int. Conference on Machine Learning, pages 355-362, 2002.
    • (2002) Proc. 19th Int. Conference on Machine Learning , pp. 355-362
    • Laud, A.1    DeJong, G.2
  • 17
    • 68949157375 scopus 로고    scopus 로고
    • Transfer learning for reinforcement learning domains: A survey
    • M. Taylor andP. Stone. Transfer learning for reinforcement learning domains: A survey. Journal of Machine Learning Research, 10(1): 1633-1685, 2009.
    • (2009) Journal of Machine Learning Research , vol.10 , Issue.1 , pp. 1633-1685
    • Taylor, M.1    Stone, P.2
  • 19
    • 27344453198 scopus 로고    scopus 로고
    • Potential-based shaping and q-value initialization are equivalent
    • E. Wiewiora. Potential-based shaping and q-value initialization are equivalent. Journal of Artificial Intelligence Research, 19: 205-208, 2003.
    • (2003) Journal of Artificial Intelligence Research , vol.19 , pp. 205-208
    • Wiewiora, E.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.