Publications by Bulitko, Vadim
In Journal (refereed)
1. | N. Sturtevant, V. Bulitko. "Scrubbing During Learning in Real-Time Heuristic Search". Journal of Artificial Intelligence Research (JAIR), 57, pp 307-343, October 2016. |
2. | L. Li, V. Bulitko, R. Greiner. "Focus of Attention in Reinforcement Learning". Journal of Universal Computer Science, 13(9), pp 24, October 2007. |
In Conference (refereed)
3. | N. Sturtevant, J. Orkin, R. Zubek, M. Cook, S. Ware, C. Stith, R. Young, P. Wright, S. Eiserloh, A. Ramirez-Sanabria, V. Bulitko, K. Lord. "Playable Experiences at AIIDE 2014". Artificial Intelligence and Interactive Entertainment Conference (AIIDE), (ed: Ian Horswill, Arnav Jhala), pp 203-209, October 2014. |
4. | N. Sturtevant, V. Bulitko. "Reaching the Goal in Real-Time Heuristic Search: Scrubbing Behavior is Unavoidable". Symposium on Combinatorial Search, (ed: Stefan Edelkamp, Roman Barták), pp 166-174, August 2014. |
5. | A. Isaza, J. Lu, V. Bulitko, R. Greiner. "A Cover-Based Approach to Multi-Agent Moving Target Pursuit". Artificial Intelligence and Interactive Entertainment Conference (AIIDE), October 2008. |
6. | A. Isaza, C. Szepesvari, R. Greiner, V. Bulitko. "Speeding Up Planning in Markov Decision Processes via Automatically Constructed Abstractions". Conference on Uncertainty in Artificial Intelligence (UAI), pp 306--314, July 2008. |
7. | V. Bulitko, Y. Bjornsson, M. Lustrek, J. Schaeffer, S. Sigmunudarson. "Dynamic Control in Path-Planning with Real-Time Heuristic Search". ICAPS, September 2007. |
8. | B. Tanner, V. Bulitko, A. Koop, C. Paduraru. "Grounding Abstraction in Predictive State Representations". International Joint Conference on Artificial Intelligence (IJCAI), Hyderabad, India, August 2007. |
9. | C. Rayner, K. Davison, V. Bulitko, K. Anderson, J. Lu. "Real-Time Heuristic Search with a Priority Queue". International Joint Conference on Artificial Intelligence (IJCAI), Hyderabad, India, pp 2372 - 2377, January 2007. |
10. | L. Li, V. Bulitko, R. Greiner. "Batch reinforcement learning with state importance". European Conference on Machine Learning (ECML), Pisa, Italy, pp 566-588, September 2004. |
11. | I. Levner, L. Li, R. Greiner, V. Bulitko. "Improving an adaptive image interpretation system by leveraging". Eighth Australian and New Zealand Conference on Intelligent Information Systems (ANZCIIS), New Zealand, pp 501-506, December 2003. |
12. | I. Levner, V. Bulitko, L. Li, G. Lee, R. Greiner. "Learning robust object recognition strategies". Eighth Australian and New Zealand Conference on Intelligent Information Systems (ANZCIIS), New Zealand, pp 489-494, December 2003. |
13. | I. Levner, V. Bulitko, L. Li, G. Lee, R. Greiner. "Automated feature extraction for object recognition". Image and Vision Computing New Zealand (IVCNZ), New Zealand, pp 309-313, November 2003. |
14. | V. Bulitko, L. Li, R. Greiner, I. Levner. "Lookahead Pathologies for Single Agent Search". International Joint Conference on Artificial Intelligence (IJCAI), Acapulco, Mexico, August 2003. |
15. | I. Levner, V. Bulitko, L. Li, G. Lee, R. Greiner. "Towards automated creation of image interpretation systems". Australian Joint Conference on Artificial Intelligence, pp 653-665, July 2003. |
16. | I. Levner, V. Bulitko, O. Madani, R. Greiner. "Performance of Lookahead Control Policies in the Face of Abstractions and Approximations". Symposium on Abstraction, Reformulation and Approximation, pp 299-308, August 2002. |
In Workshop
17. | L. Li, V. Bulitko, R. Greiner. "Focus of attention in sequential decision making". Learning and Planning in Markov Processes -- Advances and Challenges, pp 43--48, July 2004. |
18. | L. Li, V. Bulitko, I. Levner. "Learning Distance Metrics". Workshop on Approximate Nearest Neighbors Methods for Learning and Vision, Whistler, British Columbia, December 2003. |
19. | V. Bulitko, L. Li, R. Greiner, I. Levner. "Adaptive image interpretation: A spectrum of machine learning problems". The Continuum from Labeled to Unlabeled Data in Machine Learning and Data Mining, July 2003. |
20. | V. Bulitko, I. Levner, R. Greiner. "Real-time Lookahead Control Policies". Real-Time Decision Support and Diagnosis Systems, August 2002. |