felipe@mesa:~$
$ cat ./research/index.md

Open research lines I'm developing during my degrees. Publications will be linked here as they materialize — the thesis has its own page.

01//

AI & Machine Learning

research-1[OPEN LINE]

Deep Reinforcement Learning for Complex Systems

Application of deep reinforcement learning to complex multi-agent systems, combining model-based and model-free methods for better sample efficiency.

02//

Robotics

research-3[OPEN LINE]

Visual SLAM for Dynamic Environments

Robust visual SLAM for dynamic environments with moving objects, combining geometric methods with deep learning for object detection and tracking.

03//

Cryptography

research-2[OPEN LINE]

Post-Quantum Cryptography Analysis

Analysis and implementation of post-quantum cryptographic algorithms resistant to quantum attacks, focusing on lattice-based schemes and their practical applications.