The following is a list of current and past, nonclassified notable artificial intelligence projects.
Specialized projects
<span id="Brain-inspired">Brain-inspired
- Blue Brain Project, an attempt to create a synthetic brain by reverse-engineering the mammalian brain down to the molecular level.
- Google Brain A deep learning project part of Google X attempting to have intelligence similar or equal to human-level.
- NuPIC, an open source implementation by Numenta of its cortical learning algorithm.
Cognitive architectures
- 4CAPS, developed at Carnegie Mellon University under Marcel A. Just
- ACT-R, developed at Carnegie Mellon University under John R. Anderson.
- AIXI, Universal Artificial Intelligence developed by Marcus Hutter at IDSIA and ANU.
- CALO, a DARPA-funded, 25-institution effort to integrate many artificial intelligence approaches (natural language processing, speech recognition, machine vision, probabilistic logic, planning, reasoning, many forms of machine learning) into an AI assistant that learns to help manage your office environment.
- CHREST, developed under Fernand Gobet at Brunel University and Peter C. Lane at the University of Hertfordshire.
- CLARION the cognitive architecture, developed under Ron Sun at Rensselaer Polytechnic Institute and University of Missouri.
- CoJACK, an ACT-R inspired extension to the JACK multi-agent system that adds a cognitive architecture to the agents for eliciting more realistic (human-like) behaviors in virtual environments.
- Copycat, by Douglas Hofstadter and Melanie Mitchell at the Indiana University.
- DUAL, developed at the New Bulgarian University under Boicho Kokinov.
- EPIC, developed under David E. Kieras and David E. Meyer (both University of Michigan Ph.D. graduates) at the University of Michigan.
- The H-Cogaff architecture, which is a special case of the CogAff schema; see Taylor & Sayda, and Sloman refs below.
- FORR developed by Susan L. Epstein at The City University of New York.
- IDA and LIDA, implementing Global Workspace Theory, developed under Stan Franklin at the University of Memphis.
- OpenCog Prime, developed using the OpenCog Framework.
- Procedural Reasoning System (PRS), developed by Michael Georgeff and Amy L. Lansky at SRI International.
- Psi-Theory developed under Dietrich Dörner at the Otto-Friedrich University in Bamberg, Germany.
- R-CAST, developed at the Pennsylvania State University.
- Soar, developed under Allen Newell and John Laird at Carnegie Mellon University and the University of Michigan.
- Society of mind and its successor the Emotion machine proposed by Marvin Minsky.
- Subsumption architectures, developed e.g. by Rodney Brooks (though it could be argued whether they are cognitive).
Games
- AlphaGo, software developed by Google that plays the Chinese board game Go.
- Chinook, a computer program that plays English draughts; the first to win the world champion title in the competition against humans.
- Deep Blue, a chess-playing computer developed by IBM which beat Garry Kasparov in 1997.
- Stockfish AI, an open source chess engine currently ranked the highest in many computer chess rankings.
- FreeHAL, a self-learning conversation simulator (chatterbot) which uses semantic nets to organize its knowledge to imitate a very close human behavior within conversations.
- TD-Gammon, a program that learned to play world-class backgammon partly by playing against itself (temporal difference learning with neural networks).
Knowledge and reasoning
- Braina, an intelligent personal assistant application with a voice interface for Windows OS.
- Cyc, an attempt to assemble an ontology and database of everyday knowledge, enabling human-like reasoning.
- Eurisko, a language by Douglas Lenat for solving problems which consists of heuristics, including some for how to use and change its heuristics.
- Google Now, an intelligent personal assistant with a voice interface in Google's Android and Apple Inc.'s iOS, as well as Google Chrome web browser on personal computers.
- James, an intelligent personal assistant application that understand questions in several languages and with mixed languages in same question.
- Microsoft Cortana, an intelligent personal assistant with a voice interface in Microsoft's various Windows 10 editions.
- Mycin, an early medical expert system.
- Open Assistant, an evolving open source artificial intelligence agent able to interact in basic conversation and automate an increasing number of tasks.
- Open Mind Common Sense, a project based at the MIT Media Lab to build a large common sense knowledge base from online contributions.
- P.A.N., a publicly available text analyzer.
- Siri, an intelligent personal assistant and knowledge navigator with a voice-interface in Apple Inc.'s iOS.
- SNePS, a simultaneously a logic-based, frame-based, and network-based knowledge representation, reasoning, and acting system.
- Viv (software) a new AI invented by the creators of Siri
- Holmes a new AI created by Wipro
- Watson, a question answering system developed by IBM. Has played the Jeopardy! game show.
- Wolfram Alpha, an online service that answers queries by computing the answer from structured data.
Motion and manipulation
- Cog, a robot developed by MIT to study theories of cognitive science and artificial intelligence, now discontinued.
- AIBO, the robot pet for the home, grew out of Sony's Computer Science Laboratory (CSL).
Music
- Melomics, a bioinspired technology for music composition and synthetisation of music, where computers do not mimic musicians, but develop their own style.
Natural language processing
- AIML, an XML dialect for creating natural language software agents.
- Apache Joshua, a statistical machine translation decoder for phrase-based, hierarchical, and syntax-based machine translation, written in Java.
- Apache Lucene, a high-performance, full-featured text search engine library written entirely in Java.
- Apache OpenNLP, a machine learning based toolkit for the processing of natural language text. It supports the most common NLP tasks, such as tokenization, sentence segmentation, part-of-speech tagging, named entity extraction, chunking and parsing.
- Artificial Linguistic Internet Computer Entity (A.L.I.C.E.), an award-winning natural language processing chatterbot.
- Cleverbot, successor to Jabberwacky, now with 170m lines of conversation, Deep Context, fuzziness and parallel processing.Cleverbot learns from around 2 million user interactions per month.
- ELIZA, a famous 1966 computer program by Joseph Weizenbaum, which parodied person-centered therapy.
- InfoTame, a text analysis search engine originally developed by the KGB for sorting communications intercepts.
- Jabberwacky, a chatterbot by Rollo Carpenter, aiming to simulate a natural human chat.
- Mycroft, a free and open-source intelligent personal assistant that uses a natural language user interface.
- PARRY, another early chatterbot, written in 1972 by Kenneth Colby, attempting to simulate a paranoid schizophrenic.
- SHRDLU, an early natural language processing computer program developed by Terry Winograd at MIT from 1968 to 1970.
- Snatchbot.me, a 2015 start-up, aspire to 'crowd-source' AI in chatbots via the public creation of hundreds of thousands of chatbots.
- SYSTRAN, a machine translation technology by a company of the same name, used by Yahoo!, AltaVista and Google, among others.
Other
- Synthetic Environment for Analysis and Simulations (SEAS), a model of the real world used by Homeland security and the United States Department of Defense that uses simulation and AI to predict and evaluate future events and courses of action.
Multipurpose projects
Software libraries
- Deeplearning4j, an open-source, distributed deep learning framework written for the JVM.
- Mahout, a library of scalable machine learning algorithms.
- OpenNN, a comprehensive C++ library implementing neural networks.
- TensorFlow, an open-source software library for machine learning.
- Torch, an open-source software library for machine learning.
GUI frameworks
- Neural Designer, a commercial deep learning tool for predictive analytics.
- Neuroph, a Java neural network framework.
- OpenCog, a GPL-licensed framework for artificial intelligence written in C++, Python and Scheme.
- RapidMiner, an environment for machine learning and data mining, now developed commercially.
- Weka, a free implementation of many machine learning algorithms in Java.
Cloud services
- Data Applied, a web based data mining environment.
- Grok, a service that ingests data streams and creates actionable predictions in real time.
- Microsoft Cognitive Services, cloud-based APIs that you can embed into your apps for computer vision, NLP, search, and more.
- Watson, a pilot service by IBM to uncover and share data-driven insights, and to spur cognitive applications.
See also
- Comparison of cognitive architectures
References
External links
- AI projects on GitHub
- AI projects on SourceForge
