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Volumn 1, Issue , 2012, Pages 328-335

Dynamic potential-based reward shaping

Author keywords

Reinforcement Learning; Reward Shaping

Indexed keywords

AUTONOMOUS AGENTS; OPTIMIZATION; REINFORCEMENT LEARNING;

EID: 84899412758     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (110)

References (24)
  • 7
    • 79955403826 scopus 로고    scopus 로고
    • An empirical study of potential-based reward shaping and advice in complex, multi-agent systems
    • S. Devlin, M. Grzes, and D. Kudenko. An empirical study of potential-based reward shaping and advice in complex, multi-agent systems. Advances in Complex Systems, 2011.
    • (2011) Advances in Complex Systems
    • Devlin, S.1    Grzes, M.2    Kudenko, D.3
  • 11
    • 77950298151 scopus 로고    scopus 로고
    • Online learning of shaping rewards in reinforcement learning
    • M. Grzes and D. Kudenko. Online learning of shaping rewards in reinforcement learning. Artificial Neural Networks-ICANN 2010, pages 541-550, 2010.
    • (2010) Artificial Neural Networks-ICANN 2010 , pp. 541-550
    • Grzes, M.1    Kudenko, D.2
  • 14
    • 0030647149 scopus 로고    scopus 로고
    • Reinforcement learning in the multi-robot domain
    • M. Mataric. Reinforcement learning in the multi-robot domain. Autonomous Robots, 4(1):73-83, 1997.
    • (1997) Autonomous Robots , vol.4 , Issue.1 , pp. 73-83
    • Mataric, M.1
  • 18
    • 34147161536 scopus 로고    scopus 로고
    • If multi-agent learning is the answer, what is the question?
    • Y. Shoham, R. Powers, and T. Grenager. If multi-agent learning is the answer, what is the question? Artificial Intelligence, 171(7):365-377, 2007.
    • (2007) Artificial Intelligence , vol.171 , Issue.7 , pp. 365-377
    • Shoham, Y.1    Powers, R.2    Grenager, T.3
  • 23
    • 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(1):205-208, 2003.
    • (2003) Journal of Artificial Intelligence Research , vol.19 , Issue.1 , pp. 205-208
    • Wiewiora, E.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.