Tehisintellekti kontrollimise probleemi visualisatsioon
Date
2017
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Abstract
Bakalaureusetöö eesmärk on tõsta teadlikkust tehisintellekti kontrollimise probleemist. Tehisintellekti kontrollimise probleem tegeleb küsimusega: kuidas luua tehisintellekt, mis on inimestest intelligentsem, aga ikka selle üle kontrolli hoida. Ehk teisisõnu, kuidas luua tehisintellekt nii, et see teeks inimkonnale head, mitte halba. Selle probleemi teadlikkuse tõstmiseks arendati veebileht, mis on ühendatud toestusõppe raamistikuga ja laseb külastajatel näha, kuidas tehisintellekt selles keskkonnas käitub. Veebileht sisaldab ka tehisintellekti kontrolliva neurovõrgustiku visualisatsiooni ja informatsiooni tehisintellekti kontrollimise probleemi kohta.
The purpose of this bachelor thesis is to raise awareness about the AI control problem. The AI control problem is basically how to control an AI that is more intelligent than humans, to be sure that an AI will end up aiding instead of harming humanity. For this purpose, a web page was developed that is connected to a reinforcement learning framework and allows visitors to see an AI agent interacting in an environment. The visitors can edit the environment to experiment with different configurations. The web page also contains a visualization of the network controlling the agent and information about the AI control problem.
The purpose of this bachelor thesis is to raise awareness about the AI control problem. The AI control problem is basically how to control an AI that is more intelligent than humans, to be sure that an AI will end up aiding instead of harming humanity. For this purpose, a web page was developed that is connected to a reinforcement learning framework and allows visitors to see an AI agent interacting in an environment. The visitors can edit the environment to experiment with different configurations. The web page also contains a visualization of the network controlling the agent and information about the AI control problem.