spinningup

mlsh

Code for the paper "Meta-Learning Shared Hierarchies"

atari-reset

Code for the blog post "Learning Montezuma’s Revenge from a Single Demonstration"

large-scale-curiosity

Code for the paper "Large-Scale Study of Curiosity-Driven Learning"

requests-for-research

A living collection of deep learning problems

vime

Code for the paper "Curiosity-driven Exploration in Deep Reinforcement Learning via Bayesian Neur...

coinrun

Code for the paper "Quantifying Transfer in Reinforcement Learning"

train-procgen

Code for the paper "Leveraging Procedural Generation to Benchmark Reinforcement Learning"

spinningup-workshop

For educational materials related to the spinning up workshops.

evolution-strategies-starter

Code for the paper "Evolution Strategies as a Scalable Alternative to Reinforcement Learning"

imitation

Code for the paper "Generative Adversarial Imitation Learning"

EPG

Code for the paper "Evolved Policy Gradients"

gym

A toolkit for developing and comparing reinforcement learning algorithms.

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

safety-starter-agents

Basic constrained RL agents used in experiments for the "Benchmarking Safe Exploration in Deep Re...

democratic-inputs