Antonio Guillen-Perez

CoRR, August, 2025

From Imitation to Optimization: A Comparative Study of Offline Learning for Autonomous Driving.

[BibT_eX]

[DOI]

CoRR, August, 2025

Reinforcement Learning Platform for Adversarial Black-box Attacks with Custom Distortion Filters.

[BibT_eX]

[DOI]

CoRR, January, 2025

LC-Opt: Benchmarking Reinforcement Learning and Agentic AI for End-to-End Liquid Cooling Optimization in Data Centers.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Robustness Evaluation for Video Models with Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

Coordinated Robustness Evaluation Framework for Vision-Language Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

Hierarchical Multi-Agent Framework for Carbon-Efficient Liquid-Cooled Data Center Clusters.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

Reinforcement Learning Platform for Adversarial Black-box Attacks with Custom Distortion Filters.

[BibT_eX]

[DOI]

Lekhapriya Dheeraj Kashyap

Desik Rengarajan

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

SustainDC - Benchmarking for Sustainable Data Center Control.

[BibT_eX]

[DOI]

CoRR, 2024

A Configurable Pythonic Data Center Model for Sustainable Cooling and ML Integration.

[BibT_eX]

[DOI]

CoRR, 2024

Benchmark Generation Framework with Customizable Distortions for Image Classifier Robustness.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

SustainDC: Benchmarking for Sustainable Data Center Control.

[BibT_eX]

[DOI]

Lekhapriya Dheeraj Kashyap

Desik Rengarajan

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Sustainability of Data Center Digital Twins with Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Carbon Footprint Reduction for Sustainable Data Centers in Real-Time.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

N-Critics: Self-Refinement of Large Language Models with Ensemble of Critics.

[BibT_eX]

[DOI]

Sajad Mousavi

CoRR, 2023

PyDCM: Custom Data Center Models with Reinforcement Learning for Sustainability.

[BibT_eX]

[DOI]

Lekhapriya Dheeraj Kashyap

Vineet Gundecha

Sahand Ghorbanpour

Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023

RL-CAM: Visual Explanations for Convolutional Networks using Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Robustness with Query-efficient Adversarial Attack using Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

A Conceptual Framework for the Development of Autonomous Driving in 6G: the Role of AI and Edge Computing.

[BibT_eX]

[DOI]

Igor Tasic

Antonio Villafranca

Proceedings of the 8th International Conference on Control, Robotics and Cybernetics, 2023

RTDK-BO: High Dimensional Bayesian Optimization with Reinforced Transformer Deep kernels.

[BibT_eX]

[DOI]

Ashwin Ramesh Babu

Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

Concurrent Carbon Footprint Reduction (C2FR) Reinforcement Learning Approach for Sustainable Data Center Digital Twin.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

Reinforcement Learning Based Black-Box Adversarial Attack for Robustness Improvement.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

Robustness with Black-Box Adversarial Attack using Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Artificial Intelligence Safety 2023 (SafeAI 2023) co-located with the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023), 2023

2022

Multi-Agent Deep Reinforcement Learning to Manage Connected Autonomous Vehicles at Tomorrow's Intersections.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2022

AIM5LA: A Latency-Aware Deep Reinforcement Learning-Based Autonomous Intersection Management System for 5G Communication Networks.

[BibT_eX]

[DOI]

Sensors, 2022

Learning From Oracle Demonstrations - A New Approach to Develop Autonomous Intersection Management Control Algorithms Based on Multiagent Deep Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Access, 2022

2021

Pedestrian characterisation in urban environments combining WiFi and AI.

[BibT_eX]

[DOI]