Robocup-99 Team Descriptions Simulation League, Team Mainz-rolling-brains, Pages 84{87 between Teaching and Learning: Development of the Team 'mainz Rolling Brains' for the Simulation League of Robocup '99 Mainz-rolling-brains
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چکیده
The development of our team for RoboCup '99 is mainly oriented towards a transparent way of transferring explicit knowledge into the agent control and its combination with learning algorithms capable of ne-tuning the acquired skills. The explicit knowledge is formulated in terms of rules, the non-explicit knowledge is to be realized as a set of parameters adapted by hierarchical reinforcement learning and by rule evolution. The teaching process for the implicit learning is not determined by a simple xed reinforcement return, but by a | possibly complex | agent that represents a human or an automated coach.
منابع مشابه
Between Teaching and Learning: Development of the Team ’Mainz Rolling Brains’ for the Simulation League of RoboCup ’99 Mainz-Rolling-Brains
The development of our team for RoboCup ’99 is mainly oriented towards a transparent way of transferring explicit knowledge into the agent control and its combination with learning algorithms capable of fine-tuning the acquired skills. The explicit knowledge is formulated in terms of rules, the non-explicit knowledge is to be realized as a set of parameters adapted by hierarchical reinforcement...
متن کاملBetween Teaching and Learning: Development of the Team Mainz Rolling Brains for the Simulation League of Robocup '99
The development of our team for RoboCup '99 is mainly oriented towards a transparent way of transferring explicit knowledge into the agent control and its combination with learning algorithms capable of ne-tuning the acquired skills. The explicit knowledge is formulated in terms of rules, the non-explicit knowledge is to be realized as a set of parameters adapted by hierarchical reinforcement l...
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