Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
RL algorithms, environments, simulators and decision-making systems.
Signals: reinforcement-learning, deep-reinforcement-learning, rl, gymnasium, openai-gym, multi-agent-reinforcement-learning, imitation-learning
663 results
A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.
The Machine Learning project including ML/DL projects, notebooks, cheat codes of ML/DL, useful information on AI/AGI and codes or snippets/scripts/tasks with tips.
Multi-Agent Connected Autonomous Driving (MACAD) Gym environments for Deep RL. Code for the paper presented in the Machine Learning for Autonomous Driving Workshop at NeurIPS 2019:
A sandbox game/simulator that demonstrates machine learning with evolutionary algorithms.
Notebooks from the Machine Learning Specialization
A small Roguelike game that uses Machine Learning to power its entities. Originally used in talks by Ciro & Alessia.
Program learning to play Flappy Bird by machine learning (Neuroevolution)
Use deep learning, genetic programming and other methods to predict stock and market movements
Distributed Deep Learning-based Offloading for Mobile Edge Computing Networks
Deep Pink is a chess AI that learns to play chess using deep learning.
深度学习、强化学习、模仿学习与机器人
No description
Phase-Functioned Neural Networks for Character Control
Lagrangian Neural Networks
Brain-inspired Cognitive Intelligence Engine (BrainCog) is a brain-inspired spiking neural network based platform for Brain-inspired Artificial Intelligence and simulating brains at multiple scales. The long term goal of BrainCog is to provide a comprehensive theory and system to decode the mechanisms and principles of human intelligence and its evolution, and develop artificial brains for brain-inspired conscious living AI in future Human-AI symbiotic Society.
N-BEATS is a neural-network based model for univariate timeseries forecasting. N-BEATS is a ServiceNow Research project that was started at Element AI.
Using the genetic algorithm and neural networks I trained up 5 snakes who will then fuse to become the ultimate snake, this is how I did it
An index of recommendation algorithms that are based on Graph Neural Networks. (TORS)
High Frequency Trading Price Prediction using LSTM Recursive Neural Networks
Train a Neural Network to play Snake using a Genetic Algorithm
Evolving a neural network with a genetic algorithm.
DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (DQN) agent.
A framework where a deep Q-Learning Reinforcement Learning agent tries to choose the correct traffic light phase at an intersection to maximize traffic efficiency.
This is the official code for the paper CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning (NeurIPS22).
24,537 repositories in the index in total.
