Volodymyr Tkachuk

According to our database, Volodymyr Tkachuk authored at least 4 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Investigating Action Encodings in Recurrent Neural Networks in Reinforcement Learning.

Matthew Schlegel, Volodymyr Tkachuk, Adam M. White, Martha White

Trans. Mach. Learn. Res., 2023

Regret Minimization via Saddle Point Optimization.

Johannes Kirschner, Seyed Alireza Bakhtiari, Kushagra Chandak, Volodymyr Tkachuk, Csaba Szepesvári

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.

Volodymyr Tkachuk, Seyed Alireza Bakhtiari, Johannes Kirschner, Matej Jusup, Ilija Bogunovic, Csaba Szepesvári

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.

Volodymyr Tkachuk, Sriram Ganapathi Subramanian, Matthew E. Taylor

CoRR, 2021