Luckeciano C. Melo

13 papers A* 1A 1Journal 10Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	InfoQuest: Evaluating Multi-Turn Dialogue Agents for Open-Ended Conversations with Hidden Context. CoRR Bryan L. M. de Oliveira, Luana G. B. Martins, Bruno Brandão, Luckeciano C. Melo
2025	J	`jnl`	Iterative Deployment Improves Planning Skills in LLMs. CoRR Augusto B. Corrêa, Yoav Gelberg, Luckeciano C. Melo, Ilia Shumailov, André Grahl Pereira, Yarin Gal
2025	J	`jnl`	Learning Without Critics? Revisiting GRPO in Classical Reinforcement Learning Environments. CoRR Bryan L. M. de Oliveira, Felipe Vieira Frujeri, Marcos P. C. M. Queiroz, Luana G. B. Martins, Telma W. L. Soares, Luckeciano C. Melo
2025	J	`jnl`	Stabilizing Policy Gradients for Sample-Efficient Reinforcement Learning in LLM Reasoning. CoRR Luckeciano C. Melo, Alessandro Abate, Yarin Gal
2024	J	`jnl`	Deep Bayesian Active Learning for Preference Modeling in Large Language Models. CoRR Luckeciano C. Melo, Panagiotis Tigas, Alessandro Abate, Yarin Gal
2024	J	`jnl`	Sliding Puzzles Gym: A Scalable Benchmark for State Representation in Visual Reinforcement Learning. CoRR Bryan L. M. de Oliveira, Murilo Lopes da Luz, Bruno Brandão, Luana G. B. Martins, Telma Woerle de Lima Soares, Luckeciano C. Melo
2024	J	`jnl`	Temporal-Difference Variational Continual Learning. CoRR Luckeciano C. Melo, Alessandro Abate, Yarin Gal
2022	J	`jnl`	Multiagent Reinforcement Learning for Strategic Decision Making and Control in Robotic Soccer Through Self-Play. IEEE Access Bruno Brandão, Telma Woerle de Lima, Anderson Soares, Luckeciano C. Melo, Marcos R. O. A. Máximo
2022	A*	`conf`	Transformers are Meta-Reinforcement Learners. ICML Luckeciano C. Melo
2022	J	`jnl`	Transformers are Meta-Reinforcement Learners. CoRR Luckeciano C. Melo
2020	A	`conf`	Contextual Meta-Bandit for Recommender Systems Selection. RecSys Marlesson R. O. Santana, Luckeciano C. Melo, Fernando H. F. Camargo, Bruno Brandão, Anderson Soares, Renan M. Oliveira, Sandor Caetano
2020	—	`conf`	MARS-Gym: A Gym framework to model, train, and evaluate Recommender Systems for Marketplaces. ICDM (Workshops) Marlesson R. O. Santana, Luckeciano C. Melo, Fernando H. F. Camargo, Bruno Brandão, Anderson Soares, Renan M. Oliveira, Sandor Caetano
2020	J	`jnl`	MARS-Gym: A Gym framework to model, train, and evaluate Recommender Systems for Marketplaces. CoRR Marlesson R. O. Santana, Luckeciano C. Melo, Fernando H. F. Camargo, Bruno Brandão, Anderson Soares, Renan M. Oliveira, Sandor Caetano