The pairing will have implications far outside the block-based game.
However, a research team at Nvidia, the company that made the chips to herald the age of artificial intelligence , has found a nifty way to let agents overcome hurdles in the game.The research team, headed by Anima Anandkumar, the director of machine learning at the company and a professor at Caltech, created a bot called Voyager which can tap into theto play the game.
The language model can generate objectives for the bot to explore the game and provide it with the necessary code to help it improve its skill. The bot does not play the game like a regular human would. Instead, it seeks the events in the game through an API and then uses the information available to plan its next steps. For instance, the bot can use the fishing rod in its inventory at a nearby river to gain fishing experience and enhance its skill,said in its report. Since the process can be error-prone, the researchers have also provided a feedback mechanism that the bot can use to improve its actions. Over time, the bot can build a library of code that helps it learn to make complex things. A comparison with the progress rate of other agents shows that the GPT-4 powered bot can gather three times as many items, explore twice as far and build things 15 times faster. The researchers even shared a chart to demonstrate the pace of progress.Going beyond games into the real world The process to help the bot navigate Minecraft can also be used to train software to automate tasks on a computing device. Like Nvidia, Microsoft owns Minecraft and has been training programs to play the game. However, it has also developed its Windows 11 Operations System features, where APIs and machine learning can work together to automate tasks. Interesting Engineering has previously reported that AI is expected to impact 80 percent of jobs in the U.S. and EU markets. As companies prepare toof people and adopt AI instead, the technology must be tested heavily for its ability to make the right decisions. A game like Minecraft can be a great testing bed for such technology since even grave errors will not impact the real world.
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