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Warning: Robots are becoming smarter. They can now teach each other how to play Pac-Man.
Researchers in Washington State University's School of Electrical Engineering and Computer Science have developed a system for robots to teach each other new skills. Instead of acquiring knowledge useful to us humans, like how to serve dinner and dish out one-liners at the same time like Rosie in "The Jetsons, these robots can "entertain themselves" by playing the classic video game.
The big idea presented here is that the researchers programmed the robots to mimic how we humans teach and learn. If robots can teach each other new tasks, then humans don't have to do it; a house-keeping robot, for instance, can train its replacement or additional helpers. Building "teaching" robots is an important area of robotics.
The Pac-Man experiment surpassed the researchers' expectations. The student robot not only learned how to play Pac-Man, but it even became better than its teacher robot. Yes, the student became the master; will humans one day say the same of robots?
Science Daily has more on the study, including how to teach a robot new skills:
The easiest way to successfully teach a robot new skills is to remove the "brains" of the old one and put them in the new one, says [Matthew E. Taylor, WSU's Allred Distinguished Professor in Artificial Intelligence]. Problems occur, though, when hardware and software don't work in the new model.
Furthermore, one long-term goal in robotics is for robots to teach skills to humans. But we can't simply insert their hard drives.
In their study, the researchers programmed their teaching agent to focus on action advice, or telling a student when to act.
As anyone with teenagers knows, the trick is in knowing when the robot should give advice. If it gives no advice, the robot is not teaching. But if it always gives advice, the student gets annoyed and doesn't learn to outperform the teacher.
"We designed algorithms for advice giving, and we are trying to figure out when our advice makes the biggest difference,'' Taylor says.
Image credit: Shutterstock
Physicist Frank Wilczek proposes new methods of searching for extraterrestrial life.
- Nobel Prize-winning physicist Frank Wilczek thinks we are not searching for aliens correctly.
- Instead of sending out and listening for signals, he proposes two new methods of looking for extraterrestrials.
- Spotting anomalies in planet temperature and atmosphere could yield clues of alien life, says the physicist.
1. Atmosphere chemistry<p>Like we found out with our own effect on the Earth's atmosphere, making a <a href="https://ozonewatch.gsfc.nasa.gov/facts/hole_SH.html" target="_blank">hole in the ozone layer</a>, the gases around a planet can be impacted by its inhabitants. "Atmospheres are especially significant in the search for alien life," <a href="https://www.wsj.com/articles/looking-for-signs-of-alien-technology-11581605907" target="_blank">writes Wilczek</a> "because they might be affected by biological processes, the way that photosynthesis on Earth produces nearly all of our planet's atmospheric oxygen."</p><p>But while astrobiology can provide invaluable clues, so can looking for the signs of alien technology, which can also be manifested in the atmosphere. An advanced alien civilization might be colonizing other planets, turning their atmospheres to resemble the home planets. This makes sense considering our own plans to terraform other planets like Mars to allow us to breathe there. Elon Musk even <a href="https://www.space.com/elon-musk-serious-nuke-mars-terraforming.html" target="_blank">wants to nuke the red planet.</a></p>
The Most Beautiful Equation: How Wilczek Got His Nobel<div class="rm-shortcode" data-media_id="ijBZzuI2" data-player_id="FvQKszTI" data-rm-shortcode-id="061a3de613c45f42b05432a2949e7caa"> <div id="botr_ijBZzuI2_FvQKszTI_div" class="jwplayer-media" data-jwplayer-video-src="https://content.jwplatform.com/players/ijBZzuI2-FvQKszTI.js"> <img src="https://cdn.jwplayer.com/thumbs/ijBZzuI2-1920.jpg" class="jwplayer-media-preview" /> </div> <script src="https://content.jwplatform.com/players/ijBZzuI2-FvQKszTI.js"></script> </div>
2. Planet temperatures<p>Wilczek also floats another idea - what if an alien civilization created a greenhouse effect to raise the temperature of a planet? For example, if extraterrestrials were currently researching Earth, they would likely notice the increased levels of carbon dioxide that are <a href="https://www.epa.gov/ghgemissions/overview-greenhouse-gases" target="_blank">heating up</a> our atmosphere. Similarly, we can looks for such signs around the exoplanets.</p><p>An advanced civilization might also be heating up planets to raise their temperatures to uncover resources and make them more habitable. Unfreezing water might be one great reason to turn up the thermostat. </p><p>Unusually high temperatures can also be caused by alien manufacturing and the use of artificial energy sources like nuclear fission or fusion, suggests the scientist. Structures like the hypothetical <a href="https://bigthink.com/paul-ratner/this-mind-bending-scale-predicts-the-power-of-advanced-civilizations" target="_self">Dyson spheres</a>, which could be used to harvest energy from stars, can be particularly noticeable. </p>
Wilczek: Why 'Change without Change' Is One of the Fundamental Principles of the ...<div class="rm-shortcode" data-media_id="KrUgLGWm" data-player_id="FvQKszTI" data-rm-shortcode-id="cc13c3c65924439c1992935c61ab8977"> <div id="botr_KrUgLGWm_FvQKszTI_div" class="jwplayer-media" data-jwplayer-video-src="https://content.jwplatform.com/players/KrUgLGWm-FvQKszTI.js"> <img src="https://cdn.jwplayer.com/thumbs/KrUgLGWm-1920.jpg" class="jwplayer-media-preview" /> </div> <script src="https://content.jwplatform.com/players/KrUgLGWm-FvQKszTI.js"></script> </div>
As patients approached death, many had dreams and visions of deceased loved ones.
One of the most devastating elements of the coronavirus pandemic has been the inability to personally care for loved ones who have fallen ill.
Research reveals a new evolutionary feature that separates humans from other primates.
- Researchers find a new feature of human evolution.
- Humans have evolved to use less water per day than other primates.
- The nose is one of the factors that allows humans to be water efficient.
A model of water turnover for humans and chimpanzees who have similar fat free mass and body water pools.
Credit: Current Biology
Being skeptical isn't just about being contrarian. It's about asking the right questions of ourselves and others to gain understanding.