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Somjit Nath — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Somjit Nath
9
papers ·
23
citations ·
5
h-index
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Most-cited papers
Reinforcement Learning for Multi-Product Multi-Node Inventory Management in Supply Chains
2020 · 17 citations
Prioritizing Samples in Reinforcement Learning with Reducible Loss
2022 · 4 citations
Behaviour Discovery and Attribution for Explainable Reinforcement Learning
2025 · 1 citations
A Learning Based Framework for Handling Uncertain Lead Times in Multi-Product Inventory Management
2022 · 1 citations
SIBRE: Self Improvement Based REwards for Adaptive Feedback in Reinforcement Learning
2020
Follow your Nose: Using General Value Functions for Directed Exploration in Reinforcement Learning
2022
Locally Constrained Representations in Reinforcement Learning
2022
Discovering Object-Centric Generalized Value Functions From Pixels
2023
Top co-authors
Harshad Khadilkar
· 4
Hardik Meisheri
· 3
Samira Ebrahimi Kahou
· 3
Abhik Ray
· 1
Balaraman Ravindran
· 1
Durgesh Kalwar
· 1
Gopeshh Raaj Subbaraj
· 1
Khimya Khetarpal
· 1
Mayank Baranwal
· 1
Nazneen N Sultana
· 1
Omkar Shelke
· 1
Pedro H. M. Braga
· 1
Topics
Value-Based
Exploration
Model-Based RL
Meta-RL
Policy Gradient
Offline RL
Multi-Agent
Safe RL