- 👋 Hi, I’m Giansimone Perrino, a Research Scientist and Bioengineer.
- 👀 I'm passionate about solving open science problems and developing next-generation technologies using the power of Synthetic Biology, AI, and Control Engineering.
- 🚀 Currently diving deep into modern learning-based algorithms to challenge open problems in biology 🧬 and robotics 🤖.
- 🕹️ Tinkering with Reinforcement Learning algorithms to build robust autonomous systems.
- 📫 Get in touch with me ->
hello@giansimone.dev
Research Scientist and Bioengineer
Highlights
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dqn-ale-spaceinvaders
dqn-ale-spaceinvaders PublicA Deep Q-Network (DQN) implementation for Atari Space Invaders using Gymnasium and PyTorch.
Python
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sac-mujoco-humanoid
sac-mujoco-humanoid PublicA PyTorch implementation of the Soft Actor-Critic (SAC) algorithm to train an agent to play with the Humanoid environment from MuJoCo.
Python
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ppo-mujoco-halfcheetah
ppo-mujoco-halfcheetah PublicA Proximal Policy Optimization (PPO) implementation for the MuJoCo Half Cheetah environment using Gymnasium and PyTorch.
Python
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unet-pytorch
unet-pytorch PublicPyTorch implementation of a convolutional neural network (U-Net) for semantic segmentation of biomedical images.
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