James Borg's repositories
rl-baselines3-zoo
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
sac-discrete.pytorch
A PyTorch implementation of SAC-Discrete.
rlkit
Collection of reinforcement learning algorithms
pytorch-dreamerv2
pytorch dreamer v2 implementation
dreamerv2
Mastering Atari with Discrete World Models
garage
A toolkit for reproducible reinforcement learning research.
gym
A toolkit for developing and comparing reinforcement learning algorithms.
varibad
Implementation of VariBAD: A Very Good Method for Bayes-Adaptive Deep RL via Meta-Learning - Zintgraf et al. (ICLR 2020)
robust_rewards_from_preferences
Comparing IRL methods for efficiency and robustness
jamesborg46.github.io
✨ Build a beautiful and simple website in literally minutes. Demo at https://beautifuljekyll.com
gym-sokoban
Sokoban environment for OpenAI Gym
dowel
A little logger for machine learning research
mujoco-py
MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.
safety-gym
Tools for accelerating safe exploration research.
akro
Spaces types for reinforcement learning
vae
variational auto-encoder pytorch implementation
nvim-gdb
Neovim thin wrapper for GDB, LLDB, PDB/PDB++ and BashDB
aaproject
all things author attribution
bullet3
Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.
BayesNN
Implementation of Bayesian Neural Network in TensorfFlow
rl-teacher
Code for Deep RL from Human Preferences [Christiano et al]. Plus a webapp for collecting human feedback
reinforcement-learning
Various RL algorithms based implemented with AI gym
machine_learning
A repository to practice and learn machine learning
youtube-8m
Starter code for working with the YouTube-8M dataset.
cs-video-courses
List of Computer Science courses with video lectures.