Luckeciano Carvalho Melo

According to our database, Luckeciano Carvalho Melo authored at least 13 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

InfoQuest: Evaluating Multi-Turn Dialogue Agents for Open-Ended Conversations with Hidden Context.

Bryan L. M. de Oliveira, Luana G. B. Martins, Bruno Brandão, Luckeciano C. Melo

CoRR, February, 2025

Uncertainty-Aware Step-wise Verification with Generative Reward Models.

Zihuiwen Ye, Luckeciano Carvalho Melo, Younesse Kaddar, Phil Blunsom, Sam Staton, Yarin Gal

CoRR, February, 2025

2024

Sliding Puzzles Gym: A Scalable Benchmark for State Representation in Visual Reinforcement Learning.

Bryan L. M. de Oliveira, Murilo L. da Luz, Bruno Brandão, Luana G. B. Martins, Telma Woerle de Lima Soares, Luckeciano C. Melo

CoRR, 2024

Temporal-Difference Variational Continual Learning.

Luckeciano C. Melo, Alessandro Abate, Yarin Gal

CoRR, 2024

Deep Bayesian Active Learning for Preference Modeling in Large Language Models.

Luckeciano Carvalho Melo, Panagiotis Tigas, Alessandro Abate, Yarin Gal

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2022

Multiagent Reinforcement Learning for Strategic Decision Making and Control in Robotic Soccer Through Self-Play.

Bruno Brandão, Telma Woerle de Lima, Anderson Soares, Luckeciano C. Melo, Marcos R. O. A. Máximo

IEEE Access, 2022

Transformers are Meta-Reinforcement Learners.

Luckeciano C. Melo

Proceedings of the International Conference on Machine Learning, 2022

2021

Learning Humanoid Robot Running Motions with Symmetry Incentive through Proximal Policy Optimization.

Luckeciano Carvalho Melo, Dicksiano Carvalho Melo, Marcos Ricardo Omena de Albuquerque Máximo

J. Intell. Robotic Syst., 2021

2020

Contextual Meta-Bandit for Recommender Systems Selection.

Marlesson R. O. Santana, Luckeciano C. Melo, Fernando H. F. Camargo, Bruno Brandão, Anderson Soares, Renan M. Oliveira, Sandor Caetano

Proceedings of the RecSys 2020: Fourteenth ACM Conference on Recommender Systems, 2020

MARS-Gym: A Gym framework to model, train, and evaluate Recommender Systems for Marketplaces.

Marlesson R. O. Santana, Luckeciano C. Melo, Fernando H. F. Camargo, Bruno Brandão, Anderson Soares, Renan M. Oliveira, Sandor Caetano

Proceedings of the 20th International Conference on Data Mining Workshops, 2020

2019

Bottom-Up Meta-Policy Search.

Luckeciano Carvalho Melo, Marcos Ricardo Omena Albuquerque Máximo, Adilson Marques da Cunha

CoRR, 2019

Learning Humanoid Robot Motions Through Deep Neural Networks.

Luckeciano Carvalho Melo, Marcos Ricardo Omena Albuquerque Máximo, Adilson Marques da Cunha

CoRR, 2019

Learning Humanoid Robot Running Skills through Proximal Policy Optimization.

Luckeciano Carvalho Melo, Marcos Ricardo Omena Albuquerque Máximo

Proceedings of the Latin American Robotics Symposium, 2019