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Keerthiram Murugesan — most-cited papers & profile · Reinforcement Learning
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overview
Keerthiram Murugesan
9
papers ·
33
citations ·
4
h-index
Google Scholar ↗
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Most-cited papers
Enhancing Text-based Reinforcement Learning Agents with Commonsense Knowledge
2020 · 17 citations
Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines
2020 · 7 citations
Case-based Reasoning for Better Generalization in Textual Reinforcement Learning
2021 · 3 citations
STARLING: Self-supervised Training of Text-based Reinforcement Learning Agent with Large Language Models
2024 · 3 citations
EXPLORER: Exploration-guided Reasoning for Textual Reinforcement Learning
2024 · 2 citations
On the Convergence and Sample Complexity Analysis of Deep Q-Networks with $ε$-Greedy Exploration
2023 · 1 citations
Eye of the Beholder: Improved Relation Generalization for Text-based Reinforcement Learning Agents
2021
SF-DQN: Provable Knowledge Transfer using Successor Feature for Deep Reinforcement Learning
2024
Top co-authors
Kartik Talamadupula
· 4
Mattia Atzeni
· 3
Mrinmaya Sachan
· 3
Subhajit Chaudhury
· 3
Murray Campbell
· 2
Pavan Kapanipathi
· 2
Pin-Yu Chen
· 2
Pushkar Shukla
· 2
Songtao Lu
· 2
and Tim Klinger
· 1
Gerald Tesauro
· 1
Heshan Devaka Fernando
· 1
Topics
Game AI
Value-Based
Model-Based RL
Exploration
Meta-RL