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Hi 👋 🤖

I'm Peter, a robotics researcher at the Robust Autonomy and Decisions lab at the University of Edinburgh.

My research falls under the umbrella of robot learning, I also like to explore machine learning theory, optimisation and numerical analysis.

Peter David Fagan's Projects

cleanrl icon cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

corl icon corl

High-quality single-file implementations of SOTA Offline RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC

ctp icon ctp

Conditional Theorem Proving

diffusion_policy icon diffusion_policy

[RSS 2023] Diffusion Policy Visuomotor Policy Learning via Action Diffusion

dm_control icon dm_control

DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

dm_robotics icon dm_robotics

Libraries, tools and tasks created and used at DeepMind Robotics.

docs icon docs

A project page template for academic papers. Demo at https://eliahuhorwitz.github.io/Academic-project-page-template/

dora icon dora

low latency, composable, and distributed dataflow for AI and robotic application

droid icon droid

Distributed Robot Interaction Dataset.

dspy icon dspy

DSPy: The framework for programming—not prompting—foundation models

faiss icon faiss

A library for efficient similarity search and clustering of dense vectors.

flax icon flax

Flax is a neural network library for JAX that is designed for flexibility.

flaxmodels icon flaxmodels

Pretrained deep learning models for Jax/Flax: StyleGAN2, GPT2, VGG, ResNet, etc.

fogros2 icon fogros2

An Adaptive and Extensible Platform for Cloud and Fog Robotics Using ROS 2

franka_robotiq icon franka_robotiq

A ROS 2 description package for franka with robotiq_2f_85 gripper.

git-mirror-action icon git-mirror-action

⏭ A GitHub Action for mirroring a git repository to another location via SSH.

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

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