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Somjit Nath

Behaviour Discovery and Attribution for Explainable Reinforcement Learning

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Mar 19, 2025
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Unsupervised Event Outlier Detection in Continuous Time

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Nov 25, 2024
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Spectral Temporal Contrastive Learning

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Dec 07, 2023
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Discovering Object-Centric Generalized Value Functions From Pixels

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Apr 27, 2023
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Locally Constrained Representations in Reinforcement Learning

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Sep 20, 2022
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Prioritizing Samples in Reinforcement Learning with Reducible Loss

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Aug 22, 2022
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A Learning Based Framework for Handling Uncertain Lead Times in Multi-Product Inventory Management

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Mar 09, 2022
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Follow your Nose: Using General Value Functions for Directed Exploration in Reinforcement Learning

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Mar 02, 2022
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Revisiting State Augmentation methods for Reinforcement Learning with Stochastic Delays

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Aug 17, 2021
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Reinforcement Learning for Multi-Product Multi-Node Inventory Management in Supply Chains

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Jun 07, 2020
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