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Luckeciano C. Melo — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Luckeciano C. Melo
11
papers ·
26
citations ·
7
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Transformers are Meta-Reinforcement Learners
2022 · 8 citations
Bottom-Up Meta-Policy Search
2019 · 3 citations
Learning Humanoid Robot Running Skills through Proximal Policy Optimization
2019 · 3 citations
Iterative Deployment Improves Planning Skills in LLMs
2025
Learning Without Critics? Revisiting GRPO in Classical Reinforcement Learning Environments
2025
Stabilizing Policy Gradients for Sample-Efficient Reinforcement Learning in LLM Reasoning
2025
Sliding Puzzles Gym: A Scalable Benchmark for State Representation in Visual Reinforcement Learning
2024
Top co-authors
Bryan L. M. de Oliveira
· 2
Luana G. B. Martins
· 2
Marcos R. O. A. Maximo
· 2
Telma W. de L. Soares
· 2
Yarin Gal
· 2
Adilson Marques da Cunha
· 1
Alessandro Abate
· 1
Andr\'e G. Pereira
· 1
Augusto B. Corr\^ea
· 1
Bruno Brand\~ao
· 1
Felipe V. Frujeri
· 1
Ilia Shumailov
· 1
Topics
Policy Gradient
Model-Based RL
Meta-RL
Game AI
Safe RL
RLHF & Alignment
Value-Based