1 code implementation • 7 Mar 2024 • Mohammad Reza Samsami, Artem Zholus, Janarthanan Rajendran, Sarath Chandar
Through a diverse set of illustrative tasks, we systematically demonstrate that R2I not only establishes a new state-of-the-art for challenging memory and credit assignment RL tasks, such as BSuite and POPGym, but also showcases superhuman performance in the complex memory domain of Memory Maze.
1 code implementation • 7 Dec 2021 • Mohammad Reza Samsami, Mohammadhossein Bahari, Saber Salehkaleybar, Alexandre Alahi
CIM explicitly discovers the causal model and utilizes it to train the policy.
no code implementations • 22 Nov 2020 • Mohammad Reza Samsami, Hossein Alimadad
Deep reinforcement learning (DRL) is a very active research area.
1 code implementation • WS 2019 • Fahimeh Hosseini, Hosein Fooladi, Mohammad Reza Samsami
Recognizing arrow of time in short stories is a challenging task.