Somjit Nath - RankMe

22 papers A* 3A 3Journal 15Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	When does predictive inverse dynamics outperform behavior cloning? CoRR Lukas Schäfer, Pallavi Choudhury, Abdelhak Lemkhenter, Chris Lovett, Somjit Nath, Luis França, Matheus Ribeiro Furtado de Mendonca, Alex Lamb, Riashat Islam, Siddhartha Sen, John Langford, Katja Hofmann, Sergio Valcarcel Macua
2025	J	`jnl`	Behaviour Discovery and Attribution for Explainable Reinforcement Learning. CoRR Rishav Rishav, Somjit Nath, Vincent Michalski, Samira Ebrahimi Kahou
2025	J	`jnl`	Behaviour Discovery and Attribution for Explainable Reinforcement Learning. Trans. Mach. Learn. Res. Rishav Rishav, Somjit Nath, Vincent Michalski, Samira Ebrahimi Kahou
2024	J	`jnl`	Unsupervised Event Outlier Detection in Continuous Time. CoRR Somjit Nath, Yik Chau Lui, Siqi Liu
2023	A*	`conf`	Discovering Object-Centric Generalized Value Functions From Pixels. ICML Somjit Nath, Gopeshh Raaj Subbaraj, Khimya Khetarpal, Samira Ebrahimi Kahou
2023	J	`jnl`	Discovering Object-Centric Generalized Value Functions From Pixels. CoRR Somjit Nath, Gopeshh Raaj Subbaraj, Khimya Khetarpal, Samira Ebrahimi Kahou
2023	A	`conf`	Follow your Nose: Using General Value Functions for Directed Exploration in Reinforcement Learning. AAMAS Durgesh Kalwar, Omkar Shelke, Somjit Nath, Hardik Meisheri, Harshad Khadilkar
2023	A*	`conf`	Prioritizing Samples in Reinforcement Learning with Reducible Loss. NeurIPS Shivakanth Sujit, Somjit Nath, Pedro H. M. Braga, Samira Ebrahimi Kahou
2023	J	`jnl`	Spectral Temporal Contrastive Learning. CoRR Sacha Morin, Somjit Nath, Samira Ebrahimi Kahou, Guy Wolf
2022	J	`jnl`	A Learning Based Framework for Handling Uncertain Lead Times in Multi-Product Inventory Management. CoRR Hardik Meisheri, Somjit Nath, Mayank Baranwal, Harshad Khadilkar
2022	J	`jnl`	Follow your Nose: Using General Value Functions for Directed Exploration in Reinforcement Learning. CoRR Somjit Nath, Omkar Shelke, Durgesh Kalwar, Hardik Meisheri, Harshad Khadilkar
2022	J	`jnl`	Locally Constrained Representations in Reinforcement Learning. CoRR Somjit Nath, Samira Ebrahimi Kahou
2022	J	`jnl`	Prioritizing Samples in Reinforcement Learning with Reducible Loss. CoRR Shivakanth Sujit, Somjit Nath, Pedro H. M. Braga, Samira Ebrahimi Kahou
2022	J	`jnl`	Scalable multi-product inventory control with lead time constraints using reinforcement learning. Neural Comput. Appl. Hardik Meisheri, Nazneen N. Sultana, Mayank Baranwal, Vinita Baniwal, Somjit Nath, Satyam Verma, Balaraman Ravindran, Harshad Khadilkar
2021	A	`conf`	Revisiting State Augmentation methods for Reinforcement Learning with Stochastic Delays. CIKM Somjit Nath, Mayank Baranwal, Harshad Khadilkar
2021	J	`jnl`	Revisiting State Augmentation methods for Reinforcement Learning with Stochastic Delays. CoRR Somjit Nath, Mayank Baranwal, Harshad Khadilkar
2021	A	`conf`	SIBRE: Self Improvement Based REwards for Adaptive Feedback in Reinforcement Learning. AAMAS Somjit Nath, Richa Verma, Abhik Ray, Harshad Khadilkar
2020	J	`jnl`	Reinforcement Learning for Multi-Product Multi-Node Inventory Management in Supply Chains. CoRR Nazneen N. Sultana, Hardik Meisheri, Vinita Baniwal, Somjit Nath, Balaraman Ravindran, Harshad Khadilkar
2020	J	`jnl`	SIBRE: Self Improvement Based REwards for Reinforcement Learning. CoRR Somjit Nath, Richa Verma, Abhik Ray, Harshad Khadilkar
2020	A*	`conf`	Training Recurrent Neural Networks Online by Learning Explicit State Variables. ICLR Somjit Nath, Vincent Liu, Alan Chan, Xin Li, Adam White, Martha White
2019	—	`conf`	Two-Timescale Networks for Nonlinear Value Function Approximation. ICLR (Poster) Wesley Chung, Somjit Nath, Ajin Joseph, Martha White
2018	J	`jnl`	Smartphone camera-based analysis of ELISA using artificial neural network. IET Comput. Vis. Somjit Nath, Subhannita Sarcar, Biswendu Chatterjee, Rhishita Chourashi, Nabendu Sekhar Chatterjee