Luana G. B. Martins

According to our database, Luana G. B. Martins authored at least 4 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Partial Reasoning in Language Models: Search and Refinement Guided by Uncertainty.

Murilo Lopes da Luz, Bruno Brandão, Luana G. B. Martins, Gustavo Oliveira, Bryan L. M. de Oliveira, Luckeciano Carvalho Melo, Telma W. L. Soares

Proceedings of the Linguistic and Cognitive Approaches To Dialog Agents Workshop 2026, 2026

2025

Learning Without Critics? Revisiting GRPO in Classical Reinforcement Learning Environments.

Bryan L. M. de Oliveira, Felipe Vieira Frujeri, Marcos P. C. M. Queiroz, Luana G. B. Martins, Telma W. L. Soares, Luckeciano C. Melo

CoRR, November, 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

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

Bryan Lincoln Marques de Oliveira, Luana Guedes Barros Martins, Bruno Brandão, Murilo Lopes da Luz, Telma Woerle de Lima Soares, Luckeciano Carvalho Melo

Proceedings of the Forty-second International Conference on Machine Learning, 2025