Volodymyr Tkachuk

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Regret Minimization

Structured Output

Reinforcement Learning

Top Venues

Trans. Mach. Learn. Res.

Publications

Johannes Kirschner, Seyed Alireza Bakhtiari, Kushagra Chandak, Volodymyr Tkachuk, Csaba Szepesvári
Regret Minimization via Saddle Point Optimization. CoRR (2024)
Volodymyr Tkachuk, Gellért Weisz, Csaba Szepesvári
-Realizability and Concentrability. CoRR (2024)
Volodymyr Tkachuk, Seyed Alireza Bakhtiari, Johannes Kirschner, Matej Jusup, Ilija Bogunovic, Csaba Szepesvári
Efficient Planning in Combinatorial Action Spaces with Applications to Cooperative Multi-Agent Reinforcement Learning. AISTATS (2023)
Matthew Schlegel, Volodymyr Tkachuk, Adam M. White, Martha White
Investigating Action Encodings in Recurrent Neural Networks in Reinforcement Learning. Trans. Mach. Learn. Res. 2023 (2023)
Volodymyr Tkachuk, Seyed Alireza Bakhtiari, Johannes Kirschner, Matej Jusup, Ilija Bogunovic, Csaba Szepesvári
Efficient Planning in Combinatorial Action Spaces with Applications to Cooperative Multi-Agent Reinforcement Learning. CoRR (2023)
Johannes Kirschner, Seyed Alireza Bakhtiari, Kushagra Chandak, Volodymyr Tkachuk, Csaba Szepesvári
Regret Minimization via Saddle Point Optimization. NeurIPS (2023)
Volodymyr Tkachuk, Sriram Ganapathi Subramanian, Matthew E. Taylor
The Effect of Q-function Reuse on the Total Regret of Tabular, Model-Free, Reinforcement Learning. CoRR (2021)