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Gautam Biswas — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Gautam Biswas
9
papers ·
7
citations ·
56
h-index
Vanderbilt University · Integrated Software (United States)
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Most-cited papers
MARVEL: Multi-Agent Reinforcement-Learning for Large-Scale Variable Speed Limits
2023 · 4 citations
A Relearning Approach to Reinforcement Learning for Control of Smart Buildings
2020 · 1 citations
Fault-Tolerant Control of Degrading Systems with On-Policy Reinforcement Learning
2020 · 1 citations
Model-based adaptation for sample efficient transfer in reinforcement learning control of parameter-varying systems
2023 · 1 citations
On the Design of Safe Continual RL Methods for Control of Nonlinear Systems
2025
Comparison of Model Predictive and Reinforcement Learning Methods for Fault Tolerant Control
2020
Performance-Weighed Policy Sampling for Meta-Reinforcement Learning
2020
A Reinforcement Learning Approach for Robust Supervisory Control of UAVs Under Disturbances
2023
Field Deployment of Multi-Agent Reinforcement Learning Based Variable Speed Limit Controllers
2024
Top co-authors
Marcos Quiñones-Grueiro
· 6
Ibrahim Ahmed
· 4
Marcos Qui\~nones-Grueiro
· 2
William Barbour
· 2
Yuhang Zhang
· 2
Zhiyao Zhang
· 2
Austin Coursey
· 1
Avisek Naug
· 1
Clay Weston
· 1
Daniel B. Work
· 1
Daniel Work
· 1
Hamed Khorasgani
· 1
Topics
Safe RL
Model-Based RL
Meta-RL
Policy Gradient
Multi-Agent
Exploration
Offline RL