no code implementations • 7 Apr 2025 • Matvei Popov, Aymen Kallala, Anirudha Ramesh, Narimane Hennouni, Shivesh Khaitan, Rick Gentry, Alain-Sam Cohen
Long-range dependencies are critical for understanding genomic structure and function, yet most conventional methods struggle with them.
1 code implementation • 12 Sep 2023 • Siddarth Venkatraman, Shivesh Khaitan, Ravi Tej Akella, John Dolan, Jeff Schneider, Glen Berseth
However, a key challenge in offline RL lies in effectively stitching portions of suboptimal trajectories from the static dataset while avoiding extrapolation errors arising due to a lack of support in the dataset.
no code implementations • 10 Jul 2022 • Shivesh Khaitan, John M. Dolan
In this work, we address the problem of traversing unsignalized intersections using a novel curriculum for deep reinforcement learning.