Publikationen von H Hachiya
Alle Typen
Zeitschriftenartikel (2)
1.
Zeitschriftenartikel
23 (11), S. 2798 - 2832 (2011)
Reward-Weighted Regression with Sample Reuse for Direct Policy Search in Reinforcement Learning. Neural computation 2.
Zeitschriftenartikel
22 (10), S. 1399 - 1410 (2009)
Adaptive Importance Sampling for Value Function Approximation in Off-policy Reinforcement Learning. Neural networks Konferenzbeitrag (3)
3.
Konferenzbeitrag
Efficient Sample Reuse in EM-Based Policy Search. In: Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2009, Bled, Slovenia, September 7-11, 2009, S. 469 - 484 (Hg. Buntine, W.; Grobelnik, M.; Mladenic, D.; Shaw-Taylor, J.). 16th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2009), Bled, Slovenia, 07. September 2009 - 11. September 2009. Springer, Berlin, Germany (2009)
4.
Konferenzbeitrag
Efficient data reuse in value function approximation. In: 2009 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning, S. 8 - 15. 2009 IEEE International Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL 2009), Nashville, TN, USA, 30. März 2009 - 02. April 2009. IEEE Service Center, Piscataway, NJ, USA (2009)
5.
Konferenzbeitrag
Adaptive Importance Sampling with Automatic Model Selection in Value Function Approximation. In: Twenty-Third Conference on Artificial Intelligence 2008, S. 1351 - 1356 (Hg. Fox, D.; Gomes, C.). Twenty-Third Conference on Artificial Intelligence 2008, Chicago, IL, USA, 13. Juli 2008 - 17. Juli 2008. AAAI Press, Menlo Park, CA, USA (2008)