Publications by Günther, Johannes
In Journal (refereed)
| 1. | J. Günther, P. Pilarski, H. Shen, K. Diepold. "Intelligent laser welding through representation, prediction, and control learning: An architecture with deep neural networks and reinforcement learning". Mechatronics, 34, March 2016.  |
In Conference (refereed)
| 2. | C. Sherstan, S. Dohare, J. MacGlashan, J. Günther, P. Pilarski. "Gamma-Nets: Generalizing Value Estimation over Timescale". National Conference on Artificial Intelligence (AAAI), pp 5717-5725, February 2020.  |
| 3. | J. Günther, A. Kearney, N. Ady, M. Dawson, P. Pilarski. "Meta-learning for Predictive Knowledge Architectures: A Case Study Using TIDBD on a Sensor-rich Robotic Arm". Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), (ed: Edith Elkind, Manuela Veloso, Noa Agmon, Matthew E. Taylor), pp 1967–1969, May 2019. |
| 4. | A. Kearney, A. Koop, C. Sherstan, J. Günther, R. Sutton, P. Pilarski, M. Taylor. "Evaluating Predictive Knowledge". AAAI Fall Symposium, pp 43-46, October 2018. |
| 5. | J. Günther, A. Kearney, M. Dawson, C. Sherstan, P. Pilarski. "Predictions, Surprise, and Predictions of Surprise in General Value Function Architectures". AAAI Fall Symposium, pp 22-29, October 2018. |
