Ashwin Ramesh Babu
10 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π€ Dynamic Duo (10)
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Prolific Year Β· Productive
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Unstoppable Β· Bronze
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Century Club Β· Bronze
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Keyword Collector
(50)
Venues
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Research topics
Machine Learning
(9)
Reinforcement Learning
(7)
Artificial Intelligence
(6)
Core AI
(6)
Learning Types Β· Machine Learning
(6)
Methods
(5)
Applications
(4)
Deep Learning
(3)
Application Areas
(3)
Core Methods
(3)
Learning Types Β· Deep Learning
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Architectures
(1)
Clinical
(1)
Keywords
reinforcement learning
(5)
multi-agent reinforcement learning
(4)
sustainable computing
(3)
multi-agent system
(3)
image classification
(3)
data center
(3)
energy efficiency
(2)
proximal policy optimization
(2)
adversarial attack
(2)
carbon footprint
(2)
workload scheduling
(2)
signal classification
(1)
model interpretability
(1)
query efficiency
(1)
real-time control
(1)
visual explanation
(1)
adversarial training
(1)
black-box attack
(1)
model evaluation
(1)
energy optimization
(1)
Papers
Fast 3D Surrogate Modeling for Data Center Thermal Management
AAAI 2026
Hierarchical Multi-Agent Framework for Carbon-Efficient Liquid-Cooled Data Center Clusters
AAAI 2025
Reinforcement Learning Platform for Adversarial Black-box Attacks with Custom Distortion Filters
AAAI 2025
Benchmark Generation Framework With Customizable Distortions for Image Classifier Robustness
WACV 2024
Carbon Footprint Reduction for Sustainable Data Centers in Real-Time
AAAI 2024
Robustness and Visual Explanation for Black Box Image, Video, and ECG Signal Classification with Reinforcement Learning
AAAI 2024
Sustainability of Data Center Digital Twins with Reinforcement Learning
AAAI 2024
SustainDC: Benchmarking for Sustainable Data Center Control
NeurIPS 2024
Function Approximation for Reinforcement Learning Controller for Energy from Spread Waves
IJCAI 2023
Multi-Agent Reinforcement Learning Controller to Maximize Energy Efficiency for Multi-Generator Industrial Wave Energy Converter
AAAI 2022