RaffaeleGalliera
Ph.D. Student in Intelligent Systems & Robotics at UWF | Reinforcement Learning | AI & ML
IHMC - The University of West Florida Pensacola
Pinned Repositories
BenchMARL
A collection of MARL benchmarks based on TorchRL
federated_learning_with_fed_prox
A simple, containerized example of Federated Learning using the Fed Prox algorithm and MNIST as dataset.
marlin-rlcc
Reinforcement Learning environment for Congestion Control with ContainerNet
melissa
A Multi-Agent Reinforcement Learning Environment for Information Dissemination based on Graph Convolutional Reinforcement Learning
PettingZoo
Gymnasium for multi-agent reinforcement learning
pytorch-cnn-text-classification
Convolutional Neural Network (CNN) for text classification implemented with PyTorch and TorchText
RaffaeleGalliera.github.io
regex-parser-kozelinator
Haskell parser for Regular Expressions based on Parser Combinators and without the usage of any external library
rl-baselines3-zoo
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
VectorizedMultiAgentSimulator
VMAS is a vectorized differentiable simulator designed for efficient Multi-Agent Reinforcement Learning benchmarking. It is comprised of a vectorized 2D physics engine written in PyTorch and a set of challenging multi-robot scenarios. Additional scenarios can be implemented through a simple and modular interface.
RaffaeleGalliera's Repositories
RaffaeleGalliera/pytorch-cnn-text-classification
Convolutional Neural Network (CNN) for text classification implemented with PyTorch and TorchText
RaffaeleGalliera/marlin-rlcc
Reinforcement Learning environment for Congestion Control with ContainerNet
RaffaeleGalliera/melissa
A Multi-Agent Reinforcement Learning Environment for Information Dissemination based on Graph Convolutional Reinforcement Learning
RaffaeleGalliera/federated_learning_with_fed_prox
A simple, containerized example of Federated Learning using the Fed Prox algorithm and MNIST as dataset.
RaffaeleGalliera/PettingZoo
Gymnasium for multi-agent reinforcement learning
RaffaeleGalliera/RaffaeleGalliera.github.io
RaffaeleGalliera/regex-parser-kozelinator
Haskell parser for Regular Expressions based on Parser Combinators and without the usage of any external library
RaffaeleGalliera/rl-baselines3-zoo
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
RaffaeleGalliera/yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite