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» Practical Reasoning for Uncertain Agents
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MABS
2004
Springer
15 years 7 months ago
Smooth Scaling Ahead: Progressive MAS Simulation from Single PCs to Grids
The emerging ”Computational Grid” infrastructure poses many new opportunities for the developing science of large scale multiagent simulation. The ability to migrate agent expe...
Les Gasser, Kelvin Kakugawa, Brant Chee, Marc Este...
94
Voted
ATAL
2006
Springer
15 years 5 months ago
Deploying a personalized time management agent
We report on our ongoing practical experience in designing, implementing, and deploying PTIME, a personalized agent for time management and meeting scheduling in an open, multi-ag...
Pauline Berry, Bart Peintner, Ken Conley, Melinda ...
101
Voted
JMLR
2002
125views more  JMLR 2002»
15 years 1 months ago
Lyapunov Design for Safe Reinforcement Learning
Lyapunov design methods are used widely in control engineering to design controllers that achieve qualitative objectives, such as stabilizing a system or maintaining a system'...
Theodore J. Perkins, Andrew G. Barto
ATAL
2010
Springer
15 years 2 months ago
Opportunistic belief reconciliation during distributed interactions
Successful interaction between autonomous agents is contingent on those agents making decisions consistent with the expectations of their peers -- these expectations are based on ...
Paul Martin, David Robertson, Michael Rovatsos
125
Voted
ILP
2007
Springer
15 years 8 months ago
Learning Relational Options for Inductive Transfer in Relational Reinforcement Learning
In reinforcement learning problems, an agent has the task of learning a good or optimal strategy from interaction with his environment. At the start of the learning task, the agent...
Tom Croonenborghs, Kurt Driessens, Maurice Bruynoo...