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pro vyhledávání: '"Lesser, Victor"'
The role concept provides a useful tool to design and understand complex multi-agent systems, which allows agents with a similar role to share similar behaviors. However, existing role-based methods use prior domain knowledge and predefine role struc
Externí odkaz:
http://arxiv.org/abs/2003.08039
Publikováno v:
H. Yu, Z. Shen, C. Miao, C. Leung, V. R. Lesser & Q. Yang, "Building Ethics into Artificial Intelligence," in Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI'18), pp. 5527-5533, 2018
As artificial intelligence (AI) systems become increasingly ubiquitous, the topic of AI governance for ethical decision-making by AI has captured public imagination. Within the AI research community, this topic remains less familiar to many researche
Externí odkaz:
http://arxiv.org/abs/1812.02953
One of the key challenges for multi-agent learning is scalability. In this paper, we introduce a technique for speeding up multi-agent learning by exploiting concurrent and incremental experience sharing. This solution adaptively identifies opportuni
Externí odkaz:
http://arxiv.org/abs/1703.01931
Autor:
Abdallah, Sherief, Lesser, Victor
Publikováno v:
Journal Of Artificial Intelligence Research, Volume 33, pages 521-549, 2008
Several multiagent reinforcement learning (MARL) algorithms have been proposed to optimize agents decisions. Due to the complexity of the problem, the majority of the previously developed MARL algorithms assumed agents either had some knowledge of th
Externí odkaz:
http://arxiv.org/abs/1401.3454
Autor:
Mostafa, Hala, Lesser, Victor
To deal with the prohibitive complexity of calculating policies in Decentralized MDPs, researchers have proposed models that exploit structured agent interactions. Settings where most agent actions are independent except for few actions that affect t
Externí odkaz:
http://arxiv.org/abs/1202.3749
Autor:
Sandholm, Tuomas W., Lesser, Victor R.
Publikováno v:
In Games and Economic Behavior April 2001 35(1-2):212-270
Autor:
Lesser, Victor *, Horling, Bryan, Klassner, Frank, Raja, Anita, Wagner, Thomas, Zhang, Shelley XQ.
Publikováno v:
In Artificial Intelligence 2000 118(1):197-244
Autor:
Haizheng Zhang1 hzhang@cs.umass.edu, Lesser, Victor1
Publikováno v:
Web Intelligence & Agent Systems. Dec2006, Vol. 4 Issue 4, p353-370. 18p. 13 Diagrams, 2 Charts, 3 Graphs.
Akademický článek
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Autor:
Zhang, Xiaoqin1 x2zhang@umassd.edu, Lesser, Victor2 lesser@cs.umass.edu
Publikováno v:
Group Decision & Negotiation. Jul2013, Vol. 22 Issue 4, p681-713. 33p.