imitation

InfoGAN

Code for reproducing key results in the paper "InfoGAN: Interpretable Representation Learning by ...

multiagent-competition

Code for the paper "Emergent Complexity via Multi-agent Competition"

evolution-strategies-starter

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

finetune-transformer-lm

Code and model for the paper "Improving Language Understanding by Generative Pre-Training"

robosumo

Code for the paper "Continuous Adaptation via Meta-Learning in Nonstationary and Competitive Envi...

ppo-ewma

Code for the paper "Batch size invariance for policy optimization"

ot-gan

Code for the paper "Improving GANs Using Optimal Transport"

grok

train-procgen

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

improved-gan

Code for the paper "Improved Techniques for Training GANs"

maddpg

Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Comp...

EPG

Code for the paper "Evolved Policy Gradients"

mlsh

Code for the paper "Meta-Learning Shared Hierarchies"

vime

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

safety-starter-agents

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