List of artificial intelligence projects explained
The following is a list of current and past, non-classified notable artificial intelligence projects.
Specialized projects
Brain-inspired
Cognitive architectures
- 4CAPS, developed at Carnegie Mellon University under Marcel A. Just[4]
- ACT-R, developed at Carnegie Mellon University under John R. Anderson.[5]
- AIXI, Universal Artificial Intelligence developed by Marcus Hutter at IDSIA and ANU.[6]
- 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.[7]
- CHREST, developed under Fernand Gobet at Brunel University and Peter C. Lane at the University of Hertfordshire.[8]
- CLARION, developed under Ron Sun at Rensselaer Polytechnic Institute and University of Missouri.[9]
- 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.[10]
- Copycat, by Douglas Hofstadter and Melanie Mitchell at the Indiana University.[11]
- DUAL, developed at the New Bulgarian University under Boicho Kokinov.[12]
- FORR developed by Susan L. Epstein at The City University of New York.[13]
- IDA and LIDA, implementing Global Workspace Theory, developed under Stan Franklin at the University of Memphis.[14]
- OpenCog Prime, developed using the OpenCog Framework.[15]
- Procedural Reasoning System (PRS), developed by Michael Georgeff and Amy L. Lansky at SRI International.[16]
- Psi-Theory developed under Dietrich Dörner at the Otto-Friedrich University in Bamberg, Germany.[17]
- Soar, developed under Allen Newell and John Laird at Carnegie Mellon University and the University of Michigan.[18]
- Society of Mind and its successor The Emotion Machine proposed by Marvin Minsky.[19]
- Subsumption architectures, developed e.g. by Rodney Brooks[20] (though it could be argued whether they are cognitive).
Games
- AlphaGo, software developed by Google that plays the Chinese board game Go.[21]
- Chinook, a computer program that plays English draughts; the first to win the world champion title in the competition against humans.[22]
- Deep Blue, a chess-playing computer developed by IBM which beat Garry Kasparov in 1997.[23]
- Halite, an artificial intelligence programming competition created by Two Sigma in 2016.[24]
- Libratus, a poker AI that beat world-class poker players in 2017, intended to be generalisable to other applications.[25]
- The Matchbox Educable Noughts and Crosses Engine (sometimes called the Machine Educable Noughts and Crosses Engine or MENACE) was a mechanical computer made from 304 matchboxes designed and built by artificial intelligence researcher Donald Michie in 1961.[26]
- Quick, Draw!, an online game developed by Google that challenges players to draw a picture of an object or idea and then uses a neural network to guess what the drawing is.[27]
- The Samuel Checkers-playing Program (1959) was among the world's first successful self-learning programs, and as such a very early demonstration of the fundamental concept of artificial intelligence (AI).[28]
- Stockfish AI, an open source chess engine currently ranked the highest in many computer chess rankings.[29]
- TD-Gammon, a program that learned to play world-class backgammon partly by playing against itself (temporal difference learning with neural networks).
Internet activism
Knowledge and reasoning
- Alice (Microsoft), a project from Microsoft Research Lab aimed at improving decision-making in Economics
- Braina, an intelligent personal assistant application with a voice interface for Windows OS.[31]
- Cyc, an attempt to assemble an ontology and database of everyday knowledge, enabling human-like reasoning.[32]
- Eurisko, a language by Douglas Lenat for solving problems which consists of heuristics, including some for how to use and change its heuristics.[33]
- 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.[34]
- Holmes a new AI created by Wipro.[35]
- Microsoft Cortana, an intelligent personal assistant with a voice interface in Microsoft's various Windows 10 editions.[36]
- Mycin, an early medical expert system.[37]
- Open Mind Common Sense, a project based at the MIT Media Lab to build a large common sense knowledge base from online contributions.[38]
- Siri, an intelligent personal assistant and knowledge navigator with a voice-interface in Apple Inc.'s iOS and macOS.[39]
- SNePS, simultaneously a logic-based, frame-based, and network-based knowledge representation, reasoning, and acting system.[40]
- Viv (software), a new AI by the creators of Siri.[41]
- Wolfram Alpha, an online service that answers queries by computing the answer from structured data.[42]
- MindsDB, is an AI automation platform for building AI/ML powered features and applications.[43]
Motion and manipulation
- AIBO, the robot pet for the home, grew out of Sony's Computer Science Laboratory (CSL).[44]
- Cog, a robot developed by MIT to study theories of cognitive science and artificial intelligence, now discontinued.[45]
Music
- Melomics, a bioinspired technology for music composition and synthesization of music, where computers develop their own style, rather than mimic musicians.[46]
Natural language processing
- AIML, an XML dialect for creating natural language software agents.[47]
- Apache Lucene, a high-performance, full-featured text search engine library written entirely in Java.[48]
- 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.[49]
- Artificial Linguistic Internet Computer Entity (A.L.I.C.E.), a natural language processing chatterbot.[50]
- ChatGPT, a chatbot built on top of OpenAI's GPT-3.5 and GPT-4 (paid) family of large language models.[51]
- Claude, a family of large language models developed by Anthropic and launched in 2023. Claude LLMs achieved high coding scores in several recognized LLM benchmarks. https://www.swebench.com/ https://paperswithcode.com/sota/code-generation-on-humaneval
- 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.[52]
- ELIZA, a famous 1966 computer program by Joseph Weizenbaum, which parodied person-centered therapy.[53]
- FreeHAL, a self-learning conversation simulator (chatterbot) which uses semantic nets to organize its knowledge to imitate a very close human behavior within conversations.[54]
- Gemini, a family of multimodal large language model developed by Google's DeepMind.[55] Drives the Gemini chatbot, formerly known as Bard.[56]
- GigaChat, a chatbot by Russian Sberbank.[57]
- GPT-3, a 2020 language model developed by OpenAI that can produce text difficult to distinguish from that written by a human.[58]
- Jabberwacky, a chatbot by Rollo Carpenter, aiming to simulate natural human chat.[59]
- LaMDA, a family of conversational neural language models developed by Google.[60]
- LLaMA, a 2023 language model family developed by Meta that includes 7, 13, 33 and 65 billion parameter models.https://ai.meta.com/blog/large-language-model-llama-meta-ai/
- Mycroft, a free and open-source intelligent personal assistant that uses a natural language user interface.[61]
- PARRY, another early chatterbot, written in 1972 by Kenneth Colby, attempting to simulate a paranoid schizophrenic.[62]
- SHRDLU, an early natural language processing computer program developed by Terry Winograd at MIT from 1968 to 1970.[63]
- SYSTRAN, a machine translation technology by the company of the same name, used by Yahoo!, AltaVista and Google, among others.[64]
- DBRX, 136 billion parameter open sourced large language model developed by Mosaic ML and Databricks.[65]
Speech recognition
- CMU Sphinx, a group of speech recognition systems developed at Carnegie Mellon University.[66]
- DeepSpeech, an open-source Speech-To-Text engine based on Baidu's deep speech research paper.[67]
- Whisper, an open-source speech recognition system developed at OpenAI.[68]
Speech synthesis
- 15.ai, a real-time artificial intelligence text-to-speech tool developed by an anonymous researcher from MIT.[69]
- Amazon Polly, a speech synthesis software by Amazon.[70]
- Festival Speech Synthesis System, a general multi-lingual speech synthesis system developed at the Centre for Speech Technology Research (CSTR) at the University of Edinburgh.[71]
- WaveNet, a deep neural network for generating raw audio.[72]
Video
- Synthesia is a video creation and editing platform, with AI-generated avatars that resemble real human beings.[73]
Other
Multipurpose projects
Software libraries
- Apache Mahout, a library of scalable machine learning algorithms.[78]
- Deeplearning4j, an open-source, distributed deep learning framework written for the JVM.[79]
- Keras, a high level open-source software library for machine learning (works on top of other libraries).[80]
- Microsoft Cognitive Toolkit (previously known as CNTK), an open source toolkit for building artificial neural networks.[81]
- OpenNN, a comprehensive C++ library implementing neural networks.[82]
- PyTorch, an open-source Tensor and Dynamic neural network in Python.[83]
- TensorFlow, an open-source software library for machine learning.[84]
- Theano, a Python library and optimizing compiler for manipulating and evaluating mathematical expressions, especially matrix-valued ones.[85]
GUI frameworks
Cloud services
See also
External links
Notes and References
- Web site: Graham-Rowe . Duncan . Mission to build a simulated brain begins . 2024-06-06 . New Scientist . en-US.
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- Siva . Nayanah . What happened to the Human Brain Project? . The Lancet . 2023 . 402 . 10411 . 1408–1409 . 10.1016/s0140-6736(23)02346-2 . 37866363 . 0140-6736.
- Just, M. A., & Varma, S. (2007). The organization of thinking: What functional brain imaging reveals about the neuroarchitecture of complex cognition. Cognitive, Affective, & Behavioral Neuroscience, 7(3), 153-191.
- Web site: ACT-R » Software . 2024-06-06.
- Book: Marcus Hutter . A Theory of Universal Artificial Intelligence based on Algorithmic Complexity . 2000 . 2000cs........4001H . cs.AI/0004001.
- Web site: 2020-07-30 . 75 Years of Innovation: CALO (Cognitive Assistant that Learns and Organizes) . 2024-06-06 . SRI . en-US.
- Web site: CHREST CHREST . 2024-06-06 . chrest.info.
- Web site: The CLARION Project Home Page . https://web.archive.org/web/20100818214002/http://www.cogsci.rpi.edu/~rsun/clarion.html . 2010-08-18 . en-US.
- Ritter . Frank E. . Bittner . Jennifer L. . Kase . Sue E. . Evertsz . Rick . Pedrotti . Matteo . Busetta . Paolo . 2012 . CoJACK: A high-level cognitive architecture with demonstrations of moderators, variability, and implications for situation awareness . Biologically Inspired Cognitive Architectures . 1 . 6 . 10.1016/j.bica.2012.04.004 . 2212-683X.
- Book: Hofstadter, Douglas R. . Fluid concepts & creative analogies: computer models of the fundamental mechanisms of thought . 1995 . Basic Books . Fluid Analogies Research Group . 978-0-465-05154-0 . New York . 205 . en-US . The Copycat Project: A Model Of Mental Fluidity and Analogy-making.
- Web site: DUAL Cognitive Architecture . 2024-06-06 . alexpetrov.com.
- Web site: FORR . 2024-06-06 . www.cs.hunter.cuny.edu.
- Web site: An Introduction to the LIDA Cognitive Architecture with Robotics Applications . Cognitive Computing Research Group - University of Memphis . en-US.
- Web site: Hart . David . 2009-02-27 . OpenCog: Open-Source Artificial General Intelligence for Virtual Worlds . https://web.archive.org/web/20090306053354/http://www.cybertechnews.org/?p=915 . 2009-03-06 . Cyber Tech News.
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- Brooks . R. . 1986 . A robust layered control system for a mobile robot . IEEE Journal on Robotics and Automation . 2 . 1 . 14–23 . 10.1109/JRA.1986.1087032 . 0882-4967.
- News: 2016-03-12 . Artificial intelligence: Google's AlphaGo beats Go master Lee Se-dol . 2024-06-07 . BBC News . en-GB.
- Web site: Chinook - World Man-Machine Checkers Champion . 2024-06-07 . University of Alberta.
- Book: Pandolfini, Bruce . Kasparov and Deep Blue: The Historic Chess Match Between Man and Machine . 1997-10-16 . Simon and Schuster . 978-0-684-84852-5 . 7 . en.
- Web site: 2016-11-02 . Cornell Tech - Two Sigma Announces Public Launch of Halite, A.I. Coding Game . 2024-06-07 . Cornell Tech . en.
- Web site: 2017-01-31 . Libratus Poker AI Beats Humans for $1.76m. Is End of . 2024-06-07 . PokerListings . en.
- Web site: Child . Oliver . Menace: the Machine Educable Noughts And Crosses Engine . https://web.archive.org/web/20161019141834/http://chalkdustmagazine.com/features/menace-machine-educable-noughts-crosses-engine/ . 2016-10-19 . 2024-06-07 . Chalkdust Magazine . 13 March 2016 . en.
- Burgess . Matt . You can now play a Pictionary-style game called Quick Draw against Google's AI . 2024-06-07 . Wired . en-US . 1059-1028.
- Book: Sutton, Richard . Reinforcement Learning: An Introduction . MIT Press . 1997 . 279 . en . 14.2 Samuel's Checkers Player.
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- Web site: 2017-01-25 . Sistema que fiscaliza gastos de deputados gera 680 denúncias na Câmara . System that monitors parliamentary spending generates 680 complaints in the Chamber of Deputies . 2024-06-07 . G1 . pt-br.
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- Web site: AIML Foundation . 2024-06-07 . www.aiml.foundation.
- Web site: Welcome to Apache Lucene . 2024-06-07 . lucene.apache.org.
- Web site: Apache OpenNLP . 2024-06-07 . opennlp.apache.org.
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- Web site: 2012-09-13 . Alan Turing at 100 . 2024-06-07 . Harvard Gazette . en-US.
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- Web site: From Bard to Gemini: Google's ChatGPT Competitor Gets a New Name and a New App . 2024-06-07 . CNET . en.
- Web site: 2023-04-24 . Russia's Sberbank releases ChatGPT rival GigaChat . 2024-06-07 . Reuters . en.
- Web site: 2023-09-01 . From GPT-3 to Human-Like Prose: Assessing the Effectiveness of Text Generation Models . 2024-06-07 . AIContentfy . en.
- Web site: No One's Talking About The Amazing Chatbot That Passed The Turing Test 3 Years Ago Business Insider India . 2024-06-07 . Business Insider . en.
- Web site: Google I/O 2021: Google unveils LaMDA . 2024-06-07 . ZDNET . en.
- Web site: Bhartiya . Swapnil . 2016-01-17 . Mycroft: Linux's Own AI . 2024-06-07 . Linux.com . en-US.
- Web site: Parry the AI chatterbot . 2024-06-07 . Phrasee . en-US.
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- El Amrani . Mohamed Yassine . Rahman . M.M. Hafizur . Wahiddin . Mohamed Ridza . Shah . Asadullah . 2016 . Building CMU Sphinx language model for the Holy Quran using simplified Arabic phonemes . Egyptian Informatics Journal . 17 . 3 . 305–314 . 10.1016/j.eij.2016.04.002 . 1110-8665.
- Web site: A TensorFlow implementation of Baidu's DeepSpeech architecture . 2017-12-05 . Mozilla . 2017-12-05.
- Web site: Wiggers . Kyle . 2022-09-21 . OpenAI open-sources Whisper, a multilingual speech recognition system . 2024-06-07 . TechCrunch . en-US.
- News: Clayton . Natalie . 2021-01-19 . Make the cast of TF2 recite old memes with this AI text-to-speech tool . 2024-06-07 . PC Gamer . en.
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- Web site: The Festival Speech Synthesis System . 2024-06-07 . The Centre for Speech Technology Research - The University of Edinburgh.
- Web site: Coldewey . Devin . 2016-09-09 . Google's WaveNet uses neural nets to generate eerily convincing speech and music . 2024-06-07 . TechCrunch . en-US.
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