Talvitie, Erik
| Name: | Talvitie, Erik |
| Email: | |
| Organization: | |
| Webpage: | none |
| Interest(s): | |
| Publications: |
| 1. | Z. Holland, E. Talvitie, M. Bowling. "The effect of planning shape on dyna-style planning in high-dimensional state spaces". Workshop on Prediction and Generative Modeling in Reinforcement Learning, July 2018.   |
| 2. | M. Machado, M. Bellemare, E. Talvitie, J. Veness, M. Hausknecht, M. Bowling. "Revisiting the Arcade Learning Environment: Evaluation Protocols and Open Problems for General Agents". Journal of Artificial Intelligence Research (JAIR), 61, pp 523-562, March 2018. |
| 3. | Y. Liang, M. Machado, E. Talvitie, M. Bowling. "State of the art control of atari games using shallow reinforcement learning". Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), (ed: Catholijn M. Jonker, Stacy Marsella, John Thangarajah, Karl Tuyls), pp 485-493, May 2016. |
| 4. | S. Srinivasan, E. Talvitie, M. Bowling. "Improving Exploration in UCT Using Local Manifolds". National Conference on Artificial Intelligence (AAAI), (ed: Blai Bonet, Sven Koenig), pp 3386-3392, January 2015. |
| 5. | U. Das Gupta, E. Talvitie, M. Bowling. "Policy tree: Adaptive representation for policy gradient". National Conference on Artificial Intelligence (AAAI), (ed: Blai Bonet, Sven Koenig), pp 2547-2553, January 2015. |
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