Volodymyr Tkachuk
According to our database1,
Volodymyr Tkachuk
authored at least 5 papers
between 2021 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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2022
2023
2024
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Bibliography
2024
Trajectory Data Suffices for Statistically Efficient Learning in Offline RL with Linear q<sup>π</sup>-Realizability and Concentrability.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
2023
Investigating Action Encodings in Recurrent Neural Networks in Reinforcement Learning.
Trans. Mach. Learn. Res., 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Efficient Planning in Combinatorial Action Spaces with Applications to Cooperative Multi-Agent Reinforcement Learning.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
2021
The Effect of Q-function Reuse on the Total Regret of Tabular, Model-Free, Reinforcement Learning.
CoRR, 2021