1 code implementation • 3 Oct 2023 • Karina Shyrokykh, Maksym Girnyk, Lisa Dellmuth
To analyse large numbers of texts, social science researchers are increasingly confronting the challenge of text classification.
no code implementations • 30 Jun 2020 • Heunchul Lee, Maksym Girnyk, Jaeseong Jeong
To demonstrate the optimality of the proposed DRL-based precoding framework, we explicitly consider a simple MIMO environment for which the optimal solution can be obtained analytically and show that DQN- and DDPG-based agents can learn the near-optimal policy to map the environment state of MIMO system to a precoder that maximizes the reward function, respectively, in the codebook-based and non-codebook based MIMO precoding systems.