Publications

Luckeciano C Melo* (2022). Transformers are Meta-Reinforcement Learners. 39th International Conference on Machine Learning (ICML).

Luckeciano C Melo*, Luana Martins*, Bryan Oliveira*, Bruno Brandao, Douglas Soares, Telma Lima (2021). PulseRL: Enabling Offline Reinforcement Learning for Digital Marketing Systems via Conservative Q-Learning. Offline Reinforcement Learning Workshop at the 35th Conference on Neural Information Processing Systems (Spotlight talk).

Luckeciano C Melo*, Marlesson Santana*, Fernando Camargo*, Bruno Brandao, Renan M Oliveira, Sandor Caetano, Anderson Soares (2020). MARS-Gym: Offline Reinforcement Learning for Recommender Systems in Marketplaces. Challenges of Real World Reinforcement Learning at Neural Information Processing Systems 2020 (Spotlight talk).

Luckeciano C Melo*, Marlesson Santana*, Fernando Camargo*, Bruno Brandao, Renan M Oliveira, Sandor Caetano, Anderson Soares (2020). Contextual Meta-Bandit for Recommender Systems Selection. ACM Conference on Recommender Systems 2020.

Luckeciano C Melo*, Marcos R O A Maximo, Adilson M Cunha (2019). Bottom-Up Meta-Policy Search. Workshop on Deep Reinforcement Learning at the 33rd Conference on Neural Information Processing Systems (NeurIPS 2019).

Luckeciano C Melo*, Marcos R O A Maximo (2019). Learning Humanoid Robot Running Skills through Proximal Policy Optimization. Latin America Robotics Symposium (LARS) 2019 (Best paper award).