Learning Humanoid Robot Running Skills through Proximal Policy Optimization. - Luckeciano Carvalho Melo; Marcos Ricardo Omena Albuquerque Máximo (LARS/SBR/WRE, 2019)

Learning Humanoid Robot Motions Through Deep Neural Networks. - Luckeciano Carvalho Melo; Marcos Ricardo Omena Albuquerque Máximo; Adilson Marques da Cunha (CoRR, 2019)

Bottom-Up Meta-Policy Search. - Luckeciano Carvalho Melo; Marcos Ricardo Omena Albuquerque Máximo; Adilson Marques da Cunha (CoRR, 2019)

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 001; Renan M. Oliveira; Sandor Caetano (ICDM (Workshops), 2020)

Contextual Meta-Bandit for Recommender Systems Selection. - Marlesson R. O. Santana; Luckeciano C. Melo; Fernando H. F. Camargo; Bruno Brandão; Anderson Soares 001; Renan M. Oliveira; Sandor Caetano (RecSys, 2020)

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)

Transformers are Meta-Reinforcement Learners. - Luckeciano C. Melo (ICML, 2022)

Multiagent Reinforcement Learning for Strategic Decision Making and Control in Robotic Soccer Through Self-Play. - Bruno Brandão; Telma Woerle de Lima; Anderson Soares 001; Luckeciano C. Melo; Marcos R. O. A. Máximo (IEEE Access, 2022)

Deep Bayesian Active Learning for Preference Modeling in Large Language Models. - Luckeciano Carvalho Melo; Panagiotis Tigas; Alessandro Abate; Yarin Gal (NeurIPS, 2024)

Temporal-Difference Variational Continual Learning. - Luckeciano C. Melo; Alessandro Abate; Yarin Gal (CoRR, 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)

Uncertainty-Aware Step-wise Verification with Generative Reward Models. - Zihuiwen Ye; Luckeciano Carvalho Melo; Younesse Kaddar; Phil Blunsom; Sam Staton; Yarin Gal (CoRR, 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, 2025)