Alper Demir
Orcid: 0000-0003-2646-4850Affiliations:
- Middle East Technical University, Ankara, Turkey
According to our database1,
Alper Demir
authored at least 10 papers
between 2016 and 2023.
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Bibliography
2023
Learning what to memorize: Using intrinsic motivation to form useful memory in partially observable reinforcement learning.
Appl. Intell., August, 2023
Correction: Landmark based guidance for reinforcement learning agents under partial observability.
Int. J. Mach. Learn. Cybern., April, 2023
Landmark based guidance for reinforcement learning agents under partial observability.
Int. J. Mach. Learn. Cybern., April, 2023
2019
Improving reinforcement learning using distinctive clues of the environment (Çevreden gelen belirgin ipuçlarını kullanarak pekiştirmeli öğrenmeyi geliştirme)
PhD thesis, 2019
Knowl. Eng. Rev., 2019
Adv. Complex Syst., 2019
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019
2017
A Concept Filtering Approach for Diverse Density to Discover Subgoals in Reinforcement Learning.
Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017
2016
Local Roots: A Tree-Based Subgoal Discovery Method to Accelerate Reinforcement Learning.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016
A History Tree Heuristic to Generate Better Initiation Sets for Options in Reinforcement Learning.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016