Nath, Somjit

8 publications

TMLR 2025 Behaviour Discovery and Attribution for Explainable Reinforcement Learning Rishav Rishav, Somjit Nath, Vincent Michalski, Samira Ebrahimi Kahou

NeurIPSW 2024 Unsupervised Event Outlier Detection in Continuous Time Somjit Nath, Kry Yik-Chau Lui, Siqi Liu

ICML 2023 Discovering Object-Centric Generalized Value Functions from Pixels Somjit Nath, Gopeshh Subbaraj, Khimya Khetarpal, Samira Ebrahimi Kahou

NeurIPS 2023 Prioritizing Samples in Reinforcement Learning with Reducible Loss Shivakanth Sujit, Somjit Nath, Pedro Braga, Samira Ebrahimi Kahou

NeurIPSW 2022 Locally Constrained Representations in Reinforcement Learning Somjit Nath, Samira Ebrahimi Kahou

NeurIPSW 2022 Prioritizing Samples in Reinforcement Learning with Reducible Loss Shiva Kanth Sujit, Somjit Nath, Pedro Braga, Samira Ebrahimi Kahou

ICLR 2020 Training Recurrent Neural Networks Online by Learning Explicit State Variables Somjit Nath, Vincent Liu, Alan Chan, Xin Li, Adam White, Martha White

ICLR 2019 Two-Timescale Networks for Nonlinear Value Function Approximation Wesley Chung, Somjit Nath, Ajin Joseph, Martha White