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Koyo Fujii's Projects

deepspeed icon deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

drl-robot-navigation icon drl-robot-navigation

Deep Reinforcement Learning for mobile robot navigation in ROS Gazebo simulator. Using Twin Delayed Deep Deterministic Policy Gradient (TD3) neural network, a robot learns to navigate to a random goal point in a simulated environment while avoiding obstacles.

miro2_examples icon miro2_examples

A collection of Python scripts for MiRo intended for testing ROS packaging within the MDK

nlp-paper-reading icon nlp-paper-reading

📖 Paper reading list in dialogue systems and natural language generation (constantly updating 🤗).

rl4lms icon rl4lms

A modular RL library to fine-tune language models to human preferences

stable-baselines3 icon stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

uniros icon uniros

A comprehensive framework for reinforcement learning in robotics, which allows users to train their robots in both simulated and real-world environments.

walk-these-ways icon walk-these-ways

Sim-to-real RL training and deployment tools for the Unitree Go1 robot.

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