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Luckeciano Melo

Expert
@luckeciano

Investigating Intelligence. Primary focus on Deep Reinforcement Learning. PhD Student at University of Oxford.

transformers-metarl. Transformers are Meta-Reinforcement Learners - International Conference on Machine Learning (ICML) 2022

69

BAL-PM. Deep Bayesian Active Learning for Preference Modeling in Large Language Models (NeurIPS 2024)

7

humanoid-run-ppo. Code for the paper "Learning Humanoid Robot Running Skills through Proximal Policy Optimization"

5

deep-rl-humanoid-motions-masters. Repository for code from the Master's Thesis "Imitation Learning and Meta-Reinforcement Learning for Optimizing Humanoid Robot Motions".

5

ml-room. Implementations of machine learning algorithms from scratch.

3

neural-networks-generate-lyrics. LSTM-based model for generate music lyrics

3

stable-pg-llm. Stabilizing Policy Gradients for Sample-Efficient Reinforcement Learning in LLM Reasoning

3

TD-VCL. Temporal-Difference Variational Continual Learning (NeurIPS 2025)

3

deep-rl-undergrad-thesis. A Deep Reinforcement Learning Method for Humanoid Kick Motion - Bachelor's Thesis

2

ab-test-RL. Using reinforcement learning for AB test

2

kaggle-eef-house-prediction. Code from some models used in First Place's solution of Kaggle Data Science Challenge for EEF for ITA/Unifesp SJC students.

1