I’m a computational neuroscientist and AI researcher passionate about understanding how the brain controls movement and generates behavior. My research combines deep learning, musculoskeletal modeling, and neural data analysis to explore the computational underpinnings of motor control and sensorimotor integration.
I'm currently a PhD student in the group of Prof. Alexander Mathis (website and repository) focusing on:
- Task-driven neural network models predict neural dynamics of proprioception
We combined deep learning, musculoskeletal modeling and neural data analysis to investigate the integrative logic of proprioception (paper and repository) - Deep reinforcement learning for musculoskeletal control
We developed a new curriculum learning strategy which combined with latent exploration achieved the first place in the Manipulation track of the Myochallenge 2023 (paper, repository and blog)
- 🧠 Learn more about my work on my homepage.
- 📚 Check out my Google Scholar profile for publications.
- Twitter/X: @a_marinvargas
- LinkedIn: Alessandro Marin Vargas