Desik Rengarajan
7 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(19)
Venues
Top co-authors
Research topics
Reinforcement Learning
(6)
Applications · Reinforcement Learning
(6)
Artificial Intelligence
(4)
Machine Learning
(4)
Methods
(4)
Core AI
(3)
Learning Types
(3)
Application Areas
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Robotics
(1)
Applications · Robotics
(1)
Core Methods
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Keywords
reinforcement learning
(3)
workload scheduling
(2)
sparse reward
(2)
multi-agent system
(2)
offline reinforcement learning
(1)
robot navigation
(1)
image classification
(1)
policy learning
(1)
continual learning
(1)
query efficiency
(1)
equilibrium learning
(1)
sustainable computing
(1)
continuous control
(1)
trajectory tracking
(1)
black-box attack
(1)
game theory
(1)
adversarial attack
(1)
mobile robot
(1)
meta-reinforcement learning
(1)
demonstration learning
(1)
Papers
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
Federated Ensemble-Directed Offline Reinforcement Learning
NeurIPS 2024
SustainDC: Benchmarking for Sustainable Data Center Control
NeurIPS 2024
Enhanced Meta Reinforcement Learning via Demonstrations in Sparse Reward Environments
NeurIPS 2022
Reinforcement Learning with Sparse Rewards using Guidance from Offline Demonstration
ICLR 2022
Reinforcement Learning for Mean Field Games with Strategic Complementarities
AISTATS 2021