Relational Macros for Transfer in Reinforcement Learning

Author:

Torrey Lisa,Shavlik Jude,Walker Trevor,Maclin Richard

Publisher

Springer Berlin Heidelberg

Reference22 articles.

1. Croonenborghs, T., Driessens, K., Bruynooghe, M.: Learning relational skills for inductive transfer in relational reinforcement learning. In: International Conference on Inductive Logic Programming (2007)

2. Dietterich, T.: Hierarchical reinforcement learning with the MAXQ value function decomposition. Journal of Artificial Intelligence Research 13, 227–303 (2000)

3. Driessens, K., Dzeroski, S.: Integrating guidance into relational reinforcement learning. Machine Learning 57(3), 271–304 (2004)

4. Driessens, K., Ramon, J., Croonenborghs, T.: Transfer learning for reinforcement learning through goal and policy parametrization. In: ICML Workshop on Structural Knowledge Transfer for Machine Learning (2006)

5. Fernandez, F., Veloso, M.: Policy reuse for transfer learning across tasks with different state and action spaces. In: ICML Workshop on Structural Knowledge Transfer for Machine Learning (2006)

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