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» Autonomous Agent for Multi-objective Optimization
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GECCO
2009
Springer
113views Optimization» more  GECCO 2009»
14 years 2 months ago
Environmental robustness in multi-agent teams
Evolution has proven to be an effective method of training heterogeneous multi-agent teams of autonomous agents to explore unknown environments. Autonomous, heterogeneous agents ...
Terence Soule, Robert B. Heckendorn
ATAL
2011
Springer
12 years 7 months ago
Metric learning for reinforcement learning agents
A key component of any reinforcement learning algorithm is the underlying representation used by the agent. While reinforcement learning (RL) agents have typically relied on hand-...
Matthew E. Taylor, Brian Kulis, Fei Sha
AI
1999
Springer
13 years 7 months ago
Emergent Cooperative Goal-Satisfaction in Large Scale Automated-Agent Systems
Cooperation among autonomous agents has been discussed in the DAI community for several years. Papers about cooperation 6,45 , negotiation 33 , distributed planning 5 , and coalit...
Onn Shehory, Sarit Kraus, Osher Yadgar
IJCAI
2007
13 years 9 months ago
Market Based Resource Allocation with Incomplete Information
Although there are some research efforts toward resource allocation in multi-agent systems (MAS), most of these work assume that each agent has complete information about other ag...
Bo An, Chunyan Miao, Zhiqi Shen
CONCURRENCY
2004
77views more  CONCURRENCY 2004»
13 years 7 months ago
Grids of agents for computer and telecommunication network management
The centralized system approach for computer and telecommunication network management has been presenting scalability problems along with the growth in the number and diversity of...
Marcos Dias de Assunção, Fernando Lu...