| Z. Kalmar, C. Szepesvari, and A. Lorincz. Module-based reinforcement learning: Experiments with a real robot. Machine Learning. to appear. |
....been gaining space in the last few years. Some of the main issues involved in real tasks are reported in [14] The concept of learning based on behaviours instead of low level actuator control was proposed by Mataric in its PhD thesis [15] and later on this approach was adopted by other authors [16, 17]. Dorigo and Colombetti combined RL and Classifier Systems to produce highly autonomous robots [18] based on a formalisation of the behavioural approach into a methodology similar to software engineering [19] The idea of using behaviours not only for state space reduction but also as practical ....
Z. Kalmar, C. Szepesvari, and A. Lorincz. Module-based reinforcement learning: Experiments with a real robot. Machine Learning. to appear.
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