PyTorch Implementation of MADDPG (Lowe et. al. 2017)

Repo containing code for multi-agent deep reinforcement learning (MADRL).

Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.

The repository is for safe reinforcement learning baselines.

Vanilla DQN, Double DQN, and Dueling DQN implemented in PyTorch

A drop-in replacement for Starlette session middleware, using Authlib's jwt

dstack is a lightweight, open-source alternative to Kubernetes & Slurm, simplifying AI container orchestration with multi-cloud & on-prem support. It natively supports NVIDIA, AMD, & TPU.

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

Curated List of Self-Driving Cars and Autonomous Vehicles Resources

Optical Feedback Control

Implementation of Efficient Off-policy Meta-learning via Probabilistic Context Variables (PEARL)

PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.

A repository for random algorithms. I append to this repository when I have free time (I have very little free time)

A browser automation framework and ecosystem.

This repository implements a continuous action reinforcement learning based autonomous driving agent in carla simulation software

Pytorch implementation of the MARL algorithm, MADDPG, which correspondings to the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments".

Simple Python version management

A curated list of awesome computer vision resources

Notebooks for the Practicals at the Deep Learning Indaba 2024.

Auto_Jobs_Applier_AI_Agent aims to easy job hunt process by automating the job application process. Utilizing artificial intelligence, it enables users to apply for multiple jobs in an automated an…

Authorization and token management system supporting OpenID Connect and OAuth 2

📜 A Cheat-Sheet Collection from the WWW

PyTorch implementation of GAIL and AIRL based on PPO.

Repo designed to help learn the Hugging Face ecosystem (transformers, datasets, accelerate + more).

Helm chart for deploying Prometheus and Grafana with full built in Kubernetes pod and infrastructure dashboard

CPU performance analysis demo for docker containers using FlameGraphs

Minimal Deep Q Learning (DQN & DDQN) implementations in Keras

📺 Discover the latest machine learning / AI courses on YouTube.

A club to keep learning about ML