Machine learning
RL4MachineTuning
The library includes functionalities to apply reinforcement learning to industrial machines tuning
SUMO-RL
Traffic Control in a Simulated Environment for Pollution Reduction
Augmented Autoencoder
3D orientation estimation algorithm integrated in a full 6D pose estimation pipeline.
Diversity Algorithms
While reinforcement learning algorithms converge towards a single policy, it may be useful to generate multiple policies instead of just one.
Stable Baselines 3 (SB3)
Stable Baselines 3 provides open-source implementations of deep reinforcement learning (RL) algorithms in Python.
Stable Baselines 2 (SB2)
Stable Baselines is a set of improved implementations of reinforcement learning algorithms based on OpenAI Baselines.
S-RL Toolbox
Reinforcement Learning (RL) and State Representation Learning (SRL) Toolbox for Robotics
YFCC100M-HNfc6
YFCC100M-HNfc6: A Large-Scale Deep Features Benchmark for Similarity Search
LionForests v2
Conclusive Local Interpretation Rules for Random Forests through LionForests