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Keerthiram Murugesan

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Plansformer: Generating Symbolic Plans using Transformers

Dec 16, 2022
Vishal Pallagani, Bharath Muppasani, Keerthiram Murugesan, Francesca Rossi, Lior Horesh, Biplav Srivastava, Francesco Fabiano, Andrea Loreggia

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Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Stochastic Approach

Oct 23, 2022
Heshan Fernando, Han Shen, Miao Liu, Subhajit Chaudhury, Keerthiram Murugesan, Tianyi Chen

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Targeted Advertising on Social Networks Using Online Variational Tensor Regression

Aug 25, 2022
Tsuyoshi Idé, Keerthiram Murugesan, Djallel Bouneffouf, Naoki Abe

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Auto-Transfer: Learning to Route Transferrable Representations

Feb 04, 2022
Keerthiram Murugesan, Vijay Sadashivaiah, Ronny Luss, Karthikeyan Shanmugam, Pin-Yu Chen, Amit Dhurandhar

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Case-based Reasoning for Better Generalization in Text-Adventure Games

Oct 16, 2021
Mattia Atzeni, Shehzaad Dhuliawala, Keerthiram Murugesan, Mrinmaya Sachan

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Eye of the Beholder: Improved Relation Generalization for Text-based Reinforcement Learning Agents

Jun 15, 2021
Keerthiram Murugesan, Subhajit Chaudhury, Kartik Talamadupula

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Thinking Fast and Slow in AI

Oct 12, 2020
Grady Booch, Francesco Fabiano, Lior Horesh, Kiran Kate, Jon Lenchner, Nick Linck, Andrea Loreggia, Keerthiram Murugesan, Nicholas Mattei, Francesca Rossi, Biplav Srivastava

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Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines

Oct 08, 2020
Keerthiram Murugesan, Mattia Atzeni, Pavan Kapanipathi, Pushkar Shukla, Sadhana Kumaravel, Gerald Tesauro, Kartik Talamadupula, Mrinmaya Sachan, Murray Campbell

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Enhancing Text-based Reinforcement Learning Agents with Commonsense Knowledge

May 02, 2020
Keerthiram Murugesan, Mattia Atzeni, Pushkar Shukla, Mrinmaya Sachan, Pavan Kapanipathi, Kartik Talamadupula

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