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Volodymyr Tkachuk
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 5
Top Topics
Recurrent Neural Networks
Reinforcement Learning
Regret Minimization
Saddle Point
Top Venues
CoRR
AISTATS
Trans. Mach. Learn. Res.
NeurIPS
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Publications
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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)