flyers

drone-tracking

DTB70 -- A Drone Tracking Benchmark

AirSim

Open source simulator based on Unreal Engine for autonomous vehicles from Microsoft AI & Research

Arena

Arnold

Arnold - DOOM Agent

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

benchmark_results

visual tracker benchmark results

Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

Diffusion-Policies-for-Offline-RL

DirectFuturePrediction

Code for the paper "Learning to Act by Predicting the Future", Alexey Dosovitskiy and Vladlen Koltun, ICLR 2017

ECO

Matlab implementation of the ECO tracker.

FCIS

Fully Convolutional Instance-aware Semantic Segmentation

flyers.github.io

garage

A framework for reproducible reinforcement learning research

gps

Guided Policy Search

gym

A toolkit for developing and comparing reinforcement learning algorithms.

gym-minigrid

Minimalistic gridworld environment for OpenAI Gym

Lasagne

Lightweight library to build and train neural networks in Theano

LLaMA-Factory

Easy-to-use LLM fine-tuning framework (LLaMA, BLOOM, Mistral, Baichuan, Qwen, ChatGLM)

mlsh

mx-maskrcnn

An MXNet implementation of Mask R-CNN

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

option_critic

Implementation of the Option-Critic Architecture on the Atari (ALE) environment

pysc2

StarCraft II Learning Environment

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-an-introduction

Python code for Reinforcement Learning: An Introduction

rllab

rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.

surreal

Learning from Synthetic Humans, CVPR 2017

tensorpack

A Neural Net Training Interface on TensorFlow

ViZDoom

Doom-based AI Research Platform for Reinforcement Learning from Raw Visual Information. :godmode:

vizdoom_cig2017

:godmode: Sample submissions for Visual Doom AI Competition 2017 at cig2017 :godmode: