Publications by Machado, Marlos C.
In Journal (refereed)
| 1. | H. Seije, A. Mahmood, P. Pilarski, M. Machado, R. Sutton. "True Online Temporal-Difference Learning". Journal of Machine Learning Research (JMLR), 17(145), pp n/a, January 2016.   |
In Conference (refereed)
| 2. | C. Sherstan, M. Machado, P. Pilarski. "Accelerating Learning in Constructive Predictive Frameworks with the Successor Representation". International Conference on Intelligent Robots and Systems, pp 2997-3003, December 2020. |
| 3. | M. Machado, M. Bellemare, M. Bowling. "Count-Based Exploration with the Successor Representation". National Conference on Artificial Intelligence (AAAI), pp 5125-5133, February 2020. |
| 4. | C. Sherstan, M. Machado, A. White, P. Pilarski. "Introspective Agents: Confidence Measures for General Value Functions". Artificial General Intelligence (AGI), New York, USA, (ed: Bas R. Steunebrink, Pei Wang, Ben Goertzel), pp 258-261, July 2016. |
In Workshop
| 5. | C. Sherstan, M. Machado, P. Pilarski. "Incrementally Added GVFs are Learned Faster with the Successor Representation". FAIM Workshop on Prediction and Generative Modeling in Reinforcement Learning, July 2018. |
| 6. | M. Machado, M. Bowling. "Learning purposeful behaviour in the absence of rewards". Workshop on Abstraction in Reinforcement Learning, June 2016. |
