MAgent: A Many-Agent Reinforcement Learning Platform for Artificial Collective Intelligence

2 Dec 20173 code implementations

Unlike previous research platforms on single or multi-agent reinforcement learning, MAgent focuses on supporting the tasks and the applications that require hundreds to millions of agents.

MULTI-AGENT REINFORCEMENT LEARNING

Machine Learning in Python: Main developments and technology trends in data science, machine learning, and artificial intelligence

12 Feb 20201 code implementation

Smarter applications are making better use of the insights gleaned from data, having an impact on every industry and research discipline.

DeepStack: Expert-Level Artificial Intelligence in No-Limit Poker

6 Jan 20171 code implementation

Poker is the quintessential game of imperfect information, and a longstanding challenge problem in artificial intelligence.

GAME OF POKER

A System for Accessible Artificial Intelligence

1 May 20171 code implementation

While artificial intelligence (AI) has become widespread, many commercial AI systems are not yet accessible to individual researchers nor the general public due to the deep knowledge of the systems required to use them.

How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence

ACL 2020 2 code implementations

Legal Artificial Intelligence (LegalAI) focuses on applying the technology of artificial intelligence, especially natural language processing, to benefit tasks in the legal domain.

Artificial Intelligence Distinguishes COVID-19 from Community Acquired Pneumonia on Chest CT

Radiology 2020 1 code implementation

Materials and Methods In this retrospective and multi-center study, a deep learning model, COVID-19 detection neural network (COVNet), was developed to extract visual features from volumetric chest CT exams for the detection of COVID-19.

COVID-19 IMAGE SEGMENTATION

SAI, a Sensible Artificial Intelligence that plays Go

11 Sep 20181 code implementation

We propose a multiple-komi modification of the AlphaGo Zero/Leela Zero paradigm.

VERIFAI: A Toolkit for the Design and Analysis of Artificial Intelligence-Based Systems

12 Feb 20191 code implementation

We present VERIFAI, a software toolkit for the formal design and analysis of systems that include artificial intelligence (AI) and machine learning (ML) components.

AlphaGomoku: An AlphaGo-based Gomoku Artificial Intelligence using Curriculum Learning

27 Sep 20181 code implementation

In this project, we combine AlphaGo algorithm with Curriculum Learning to crack the game of Gomoku.

CURRICULUM LEARNING

AI Programmer: Autonomously Creating Software Programs Using Genetic Algorithms

17 Sep 20171 code implementation

In this paper, we present the first-of-its-kind machine learning (ML) system, called AI Programmer, that can automatically generate full software programs requiring only minimal human guidance.