Skill based transfer learning with domain adaptation for continuous reinforcement learning domains

Author:

Shoeleh Farzaneh,Asadpour Masoud

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence

Reference60 articles.

1. Ammar H B, Tuyls K, Taylor M E, Driessens K, Weiss G (2012) Reinforcement learning transfer via sparse coding. In: Proceedings of the 11th international conference on autonomous agents and multiagent systems-Volume 1, pp 383–390. International Foundation for Autonomous Agents and Multiagent Systems

2. Ammar HB, Eaton E, Ruvolo P, Taylor M (2014) Online multi-task learning for policy gradient methods. In: Proceedings of the 31st international conference on machine learning (ICML-14), pp 1206–1214

3. Ammar HB, Eaton E, Taylor M E, Mocanu D C, Driessens K, Weiss G, Tuyls K (2014) An automated measure of mdp similarity for transfer in reinforcement learning. In: Workshops at the 28th AAAI conference on artificial intelligence

4. Ammar H B, Eaton E, Ruvolo P, Taylor M E (2015) Unsupervised cross-domain transfer in policy gradient reinforcement learning via manifold alignment. In: Proc. of AAAI

5. Asadi M, Huber M (2007) Effective control knowledge transfer through learning skill and representation hierarchies. In: 20th international joint conference on artificial intelligence, number Icml, pp 2054–2059

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