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acme

A library of reinforcement learning components and agents

ai-safety-gridworlds

This is a suite of reinforcement learning environments illustrating various safety properties of intelligent agents.

bsuite

bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent

chex

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

didicallcar

这是我自己做的一个类似滴滴打车的Android出行项目，主要针对滴滴等出行平台一直饱受质疑的“人车不符”问题，以及当前越发火热的或计划和出海战略，给出行项目增加了下面几个功能： 1. RFID识别验证功能：在司机证件或者车内识别硬件嵌入RFID识别芯片，乘客使用手机读取到芯片信息，并且通过网络发送到出行平台数据库进行验证（我用JNI加了一个C语言的MD5加密算法对识别到的信息进行了加密）。如果不是合规的“人”或“车”，则不能完成订单并向平台或监管单位汇报当前位置。（为了方便读者测试，可以使用手机读取任何一个加密或非加密RFID芯片，比如银行卡、公交卡等，我在代码中的验证前阶段把芯片信息都换成我自己的司机信息，确保读者测试时可以收到服务器的回复） 2. 海外版功能：点击切换当前语言。 3. 司机证件号码识别功能：读取司机证件上的证件号码，也可以用来与出行平台数据库的接单司机信息进行。I complete this whole project on my own . Including Android application programming，web server ( Apache + PHP + MySQL), and UI. 1．Map route planing。You can use mobile phone choose pick up & destination address，application provide address name hint and draw optimized route for user , then call car for you. 2．RFID authentication function：User can use application to scan driver license or other RFID hardware, then use NDK MD5 algorithm encrypt RFID number, and send it to Web Server Database, check with driver information and authenticate ID number , if ID number coherent with driver info , send back driver information to User and continue call car order . record user location and alert if ID not coherent. 3．Driver License Number Recognition : Application can recognize driver license digit number ,and also can send to web server for authentication & feed back result to user.

dm-haiku

JAX-based neural network library

dm_construction

dm_control

DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

dm_env

A Python interface for reinforcement learning environments

dm_env_rpc

A networking protocol for agent-environment communication

graph_nets

Build Graph Nets in Tensorflow

hanabi-learning-environment

hanabi_learning_environment is a research platform for Hanabi experiments.

iphoneosdevicesupport

Xcode iPhoneOS DeviceSupport files (6.0 - 15.0)

kapitan

Generic templated configuration management for Kubernetes, Terraform and other things

lab

A customisable 3D platform for agent-based AI research

labmaze

A standalone release of DeepMind Lab's maze generator with Python bindings.

lamb

LAnguage Modelling Benchmarks

mathematics_dataset

This dataset code generates mathematical question and answer pairs, from a range of question types at roughly school-level difficulty.

multidim-image-augmentation

This package provides TensorFlow Ops for multidimensional volumetric image augmentation.

objecthash-proto

ObjectHash for protocol buffers

open_spiel

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

optax

Optax is a gradient processing and optimization library for JAX.

pysc2

StarCraft II Learning Environment

reverb

Reverb is an efficient and easy-to-use data storage and transport system designed for machine learning research

rlax

sonnet

TensorFlow-based neural network library

spriteworld

Spriteworld: a flexible, configurable python-based reinforcement learning environment

streetlearn

A C++/Python implementation of the StreetLearn environment based on images from Street View, as well as a TensorFlow implementation of goal-driven navigation agents solving the task published in “Learning to Navigate in Cities Without a Map”, NeurIPS 2018

surface-distance

Library to compute surface distance based performance metrics for segmentation tasks.