Online Autonomous Learning Agents

When: Wednesday, 2014-Jul-16, 11h30-12h00
Where: FCUL-DI, room C6.3.38
Presenter: Davide Nunes

Abstract: Evolutionary Computation has been successfully used to synthesise controllers for embodied agents and multiagent systems in general. Notwithstanding this, continuous on-line adaptation by the means of evolutionary algorithms is still under-explored. In this talk, I present an online evolutionary programming approach that searches in the agent design space for the appropriate behavioural policies to cope with the underlying environment. I will discuss the current problems of continuous agent coadaptation. The talk will be then directed towards brainstorming and open discussion of possible solutions and research directions for this work.

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