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Ricardo Luna Gutierrez
Ricardo Luna Gutierrez
Hewlett Packard Enterprise
Verified email at hpe.com
Title
Cited by
Cited by
Year
Information-theoretic Task Selection for Meta-Reinforcement Learning
R Luna Gutierrez, M Leonetti
34th Conference on Neural Information Processing Systems (NeurIPS), 2020
212020
Curriculum learning for cumulative return maximization
F Foglino, CC Christakou, RL Gutierrez, M Leonetti
Proceedings of the 28th International Joint Conference on Artificial …, 2019
132019
Robustness with query-efficient adversarial attack using reinforcement learning
S Sarkar, AR Babu, V Gundecha, A Guillen, S Mousavi, R Luna, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
6*2023
Rl-cam: Visual explanations for convolutional networks using reinforcement learning
S Sarkar, AR Babu, V Gundecha, A Guillen, S Mousavi, R Luna, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
62023
Reinforcement learning based black-box adversarial attack for robustness improvement
S Sarkar, AR Babu, S Mousavi, S Ghorbanpour, V Gundecha, ...
2023 IEEE 19th International Conference on Automation Science and …, 2023
42023
Meta Reinforcement Learning for Heuristic Planning
RL Gutierrez, M Leonetti
Proceedings of the International Conference on Automated Planning and …, 2021
42021
PyDCM: Custom Data Center Models with Reinforcement Learning for Sustainability
A Naug, A Guillen, R Luna Gutiérrez, V Gundecha, S Ghorbanpour, ...
Proceedings of the 10th ACM International Conference on Systems for Energy …, 2023
22023
Concurrent Carbon Footprint Reduction (C2FR) Reinforcement Learning Approach for Sustainable Data Center Digital Twin
S Sarkar, A Naug, A Guillen, RL Gutierrez, S Ghorbanpour, S Mousavi, ...
2023 IEEE 19th International Conference on Automation Science and …, 2023
22023
RTDK-BO: High Dimensional Bayesian Optimization with Reinforced Transformer Deep kernels
A Shmakov, A Naug, V Gundecha, S Ghorbanpour, RL Gutierrez, ...
2023 IEEE 19th International Conference on Automation Science and …, 2023
12023
Real-time Carbon Footprint Minimization in Sustainable Data Centers with Reinforcement Learning
S Sarkar, A Naug, RL Gutierrez, A Guillen, V Gundecha, AR Babu, C Bash
1
Sustainability of Data Center Digital Twins with Reinforcement Learning
S Sarkar, A Naug, A Guillen, R Luna, V Gundecha, AR Babu, S Mousavi
Proceedings of the AAAI Conference on Artificial Intelligence 38 (21), 23832 …, 2024
2024
Carbon Footprint Reduction for Sustainable Data Centers in Real-Time
S Sarkar, A Naug, R Luna, A Guillen, V Gundecha, S Ghorbanpour, ...
Proceedings of the AAAI Conference on Artificial Intelligence 38 (20), 22322 …, 2024
2024
Benchmark Generation Framework with Customizable Distortions for Image Classifier Robustness
S Sarkar, AR Babu, S Mousavi, Z Carmichael, V Gundecha, ...
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024
2024
Enhancing Large Language Models with Ensemble of Critics for Mitigating Toxicity and Hallucination
S Mousavi, RL Gutierrez, D Rengarajan, V Gundecha, AR Babu, A Naug, ...
R0-FoMo: Robustness of Few-shot and Zero-shot Learning in Large Foundation …, 2023
2023
Efficient Meta-Reinforcement Learning
R Luna Gutierrez
University of Leeds, 2022
2022
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