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Luckeciano Melo
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Year
Transformers are meta-reinforcement learners
LC Melo
international conference on machine learning, 15340-15359, 2022
762022
Housing prices prediction with a deep learning and random forest ensemble
B Afonso, L Melo, W Oliveira, S Sousa, L Berton
Anais do XVI Encontro Nacional de Inteligência Artificial e Computacional …, 2019
642019
Learning humanoid robot running skills through proximal policy optimization
LC Melo, MROA Máximo
2019 Latin american robotics symposium (LARS), 2019 Brazilian symposium on …, 2019
392019
Robótica Educacional: Experiências Inovadoras na Educação Brasileira
R Barbosa, P Blikstein
Penso Editora, 2018
292018
Learning humanoid robot running motions with symmetry incentive through proximal policy optimization
LC Melo, DC Melo, MROA Maximo
Journal of Intelligent & Robotic Systems 102 (3), 54, 2021
272021
MARS-Gym: Offline Reinforcement Learning for Recommender Systems in Marketplaces
MRO Santana*, LC Melo*, FHF Camargo*, B Brandão, A Soares, ...
Workshop on Challenges of Real-World Reinforcement Learning at the 34th …, 2020
20*2020
Contextual Meta-Bandit for Recommender Systems Selection
MRO Santana*, LC Melo*, FHF Camargo*, B Brandão, A Soares, ...
Fourteenth ACM Conference on Recommender Systems, 444-449, 2020
172020
Multiagent reinforcement learning for strategic decision making and control in robotic soccer through self-play
B Brandão, TW De Lima, A Soares, L Melo, MROA Maximo
IEEE Access 10, 72628-72642, 2022
162022
Learning humanoid robot motions through deep neural networks
LC Melo, MROA Maximo, AM da Cunha
arXiv preprint arXiv:1901.00270, 2019
92019
Bottom-Up Meta-Policy Search
LC Melo, MROA Maximo, AM da Cunha
Workshop on Deep Reinforcement Learning at the 33rd Conference on Neural …, 2019
82019
Sliding Puzzles Gym: A Scalable Benchmark for State Representation in Visual Reinforcement Learning
BLM de Oliveira, ML da Luz, B Brandão, LGB Martins, TWL Soares, ...
Workshop on Open-World Agents at the 38th Conference on Neural Information …, 2024
22024
Deep Bayesian Active Learning for Preference Modeling in Large Language Models
LC Melo, P Tigas, A Abate, Y Gal
Advances in Neural Information Processing Systems, 2024, 2024
22024
ITAndroids Soccer3D Team Description Paper 2018
D Melo, EE Soares, G Nahum, H Lopes, J Freire, L Maia, L Melo, ...
12018
ITAndroids Soccer3D Team Description Paper 2016
A Muzio, D Melo, E Henrique, F Muniz, I Marzzo, JL Saraiva, L Melo, ...
12016
Temporal-Difference Variational Continual Learning
LC Melo, A Abate, Y Gal
arXiv preprint arXiv:2410.07812, 2024
2024
PulseRL: Enabling Offline Reinforcement Learning for Digital Marketing Systems via Conservative Q-Learning
L Melo*, L Martins*, B Oliveira*, B Brandao*, DW Soares, T Lima
2nd Offline Reinforcement Learning Workshop at Neural Information Processing …, 2021
2021
ITAndroids Soccer3D Team Description Paper 2019
B Bertucci, D Melo, D Fidalgo, G Oliveira, I Ferreira, J Freire, L Gameiro, ...
2019
Improving Diagnosis in Health Care Systems
L Melo, VU Pugliese, DA da Silva, F Rocha, RM de Barros Santana, ...
2018
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