Robot of the Day: MABEL, the Two-Legged Running Robot

MABEL (not an acronym) is the name of a bipedal "humanoid" robot created by researchers at University of Michigan. It just got its fame recently because it could run in a human-like gait at speeds up to 3.06 meters/second. That is 6.8 miles per hour. That is the world record for a bipedal robot with knees.

MABEL was originally built in collaboration with Jonathan Hurst, then a doctor student at the Robotics Institute at Carnegie Mellon University. Then researchers at U-M spent years improving the feed-back system in MABEL's training. MABEL was intentionally built to look like a human, with a heavier torso and light flexible legs. When it is running, MABEL is in the air for 40 percent of each stride, which is almost like a real runner. The robot can self balance in real time with a closed-loop control, and switch gaits as commanded autonomously. It can even transition from completely flat surface to uneven grounds. The video below shows MABEL running.

The researchers envision that two-legged robots can travel over rough terrains and function better in places built for humans. They can be used to enable wheelchair-bound people to walk again or to be used for robot rescuers that can step over small obstacles. Biped robots certainly have the advantage over wheeled robots when it comes to bumpy surface or stairs, however one important factor is that biped robots look more human-like compared to say a three-legged or 6-legged robot. The truth is that many four-legged animals run much faster than us two-legged human, and multiple-legged insects handle uneven surface much better than two legged ones. But would you rather have a two-legged humanoid robot serving you a drink or an eight-legged spider-looking one? Actually even the same MABEL robot walking backward looks more like a bird and seems weird (see video below).

I could envision multiple-legged robots to be very useful in space colonization. Most likely the surface terrain at another planet would not be flat, and the multiple-legged robots could easily transport goods for human and explore the planet surface more efficiently.

Back to the MABEL robot. It's hard to describe the feeling when I watched the robot running with large strides. There's certainly some uncanny valley effects there, but there's something beautiful about the strides, because they looked natural. Now we just have to put a soccer ball in front of it and then teach it to dribble and shoot...

To find out more about the MABEL robot, visit the researcher's project page here.


Video of the Day:

An interesting Logitech commercial showing a biped humanoid blending in the human environment. Enjoy!

AI Robot Related Conferences and Journals For My Research (Part 2)

AI Robot Related Conferences and Journals For My Research Part 1

Top Conferences
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HRI -- ACM/IEEE International Conference on Human-Robot Interaction

HRI is a single-track, highly selective annual international conference that seeks to showcase the very best interdisciplinary and multidisciplinary research in human-robot interaction with roots in social psychology, cognitive science, HCI, human factors, artificial intelligence, robotics, organizational behavior, anthropology and many more. HRI is a relatively new and small conference because the HRI field is relatively new. The 1st HRI conference was actually held here in Salt Lake City, Utah, in March 2006, and my advisor, Dr. Michael A. Goodrich, was the General Chair for the conference. It is very unfortunate that I only started grad school two months after the 1st HRI conference and missed this great opportunity. *Sigh* HRI has been growing rapidly and gaining attentions from many research groups and institutions. The last HRI conference (6th) had attendance exceeding 300 participants. HRI is also a top-tier conference with an acceptance rate between 19% and 25%. As the conference becomes more and more popular, researchers from many research disciplines (e.g., human factors, cognitive science, psychology, linguistics, etc.) began participating in the conference.

The venue of the HRI conference rotates among North America, Europe, and Asia. I have been lucky enough to attend the conference twice, once in 2010 and once in 2011. In 2010, I attended the HRI Young Pioneer Workshop. The workshop is a great event because you not only get to make friends with a bunch of young researchers in the HRI field before the conference starts, you also get to see what other young researchers are working on. Besides, NSF is generous enough to cover a good portion of the airfare, which is great help for poor grad students. I liked the workshop so much that I joined the organizing committee for the next year's HRI Young Pioneer Workshop, and also hosted the panel discussion at the workshop. That was also the reason why I was able to attend HRI 2011. Also in both HRI 2010 and HRI 2011, I guarded my advisor's late-breaking report poster sessions because he couldn't make it.

I have never submitted anything to the main HRI conference. Since this is the top conference in my research field, I'd like to publish something before I graduate.

The next HRI conference HRI 2012 (the 7th) will be held at Boston, Massachusetts, USA.
Conference Dates: March 5-8, 2012
Submission Deadline: September 9, 2011



CHI -- ACM/SIGCHI Human Factors in Computing Systems - the CHI Conference

CHI is considered the most prestigious conference in the field of human-computer interaction.It is a multi-track conference held annually. Because of the heavy interests and involvement from industry leaders, large tech companies such as Microsoft, Google, and Apple are frequent participants and organizers of the conference. CHI is a top-tier conference with acceptance rate between 20% and 25%.

Human-Computer Interaction is a broad field that includes both software and hardware. The goal of HCI is to develop methods, interfaces, interaction techniques to make computer devices more usable and receptive to the user's needs. These days computer devices could include a wide variety of things such as cell phones, tablets, game consoles, or gadgets. Thanks to the advancement of sensor technologies, a whole set of rich interaction techniques have emerged to work with gestures, device orientations, and motion of the device.

Many of the HCI design principles, interface designs, and interaction techniques are relevant in Human-Robot Interaction. After all, a robot must have some kind of computer embedded (whether tiny or full-size, whether one or multiple). In many HRI tasks, the human user could very well be interacting with the robot through a regular computer or a touch screen device (think tele-presence, for example). I have never attended the CHI conference before, but I have heard a lot about it from Dr. Dan Olsen at BYU because he was always some kind of chair in the CHI organizing committee. In fact, he'll be the paper chair in the next CHI conference.

The next CHI conference CHI 2012 will be held at Austin, Texas, USA.
Conference Dates: May 5-10, 2012
Submission Deadline: September 23, 2011

AI Robot Related Conferences and Journals For My Research Part 3





Every time when you clip your finger nails, think what you have achieved since you last clipped your finger nail. If you can remember what you did, then you have not wasted your life.

Seven Weapons - Longevity Sword: Chapter 1 (3)

THREE

Miao Shaotian walked at the very end, gripping the pair of golden rings tightly in his hands, so tight that the blue veins on the back of his hands almost popped out.

He shouldn’t have come, but he must.

That merchandise seemed to be emitting a strange field of attraction, sucking him close one step after another. He was not going to give it up until the last moment.

Two statue-like guards stood at the entrance of the underground tunnel. Then for every dozen steps forward, two more guards stood along the way, their faces as grim as the green stones in the walls.

A rampant green dragon was carved onto the stone walls.

It was said that the Green Dragon Clan had three hundred and sixty-five secret branches. This was undoubtedly one of them.

At the end of the underground tunnel stood a gate made of very thick iron railings.

Gongsun Jing took out a large chain of keys from his waist band and then opened three locks with three of them. Only then did the two guards behind the iron bars pulled the gate open.

But this was still not the last gate.

“I know many people can get in here. The guards here are not difficult to deal with. But from here onward would prove to be an arduous task,” Gongsun Jing explained.

“Why’s that?” Young Master Zhu asked.

“Between here and that stone door over there, there are a total of thirteen hidden traps. I can guarantee that there are no more than seven people in the entire world who could successfully get through all thirteen traps.”

“Luckily I am definitely not one of those seven people,” Young Master Zhu heaved a sigh.

“Why don’t you give it a try?” Gongsun Jing smiled even more politely.

“Perhaps I’ll give it a try at a later time, but not right now,” Young Master Zhu said.

“Why not now?” asked Gongsun Jing.

“Because I am perfectly happy staying alive,” replied Young Master Zhu.

The distance between the iron bars and the stone door was actually not far, but after hearing Gongsun Jing’s words, the path seemed to be ten times farther, and the stone door seemed to be even heavier.

Gongsun Jing used another three keys to unlock the door.

Behind the two-foot thick stone door was a nine-foot wide stone cell.

The room was ghastly and chilly as if it were the center of an ancient emperor’s tomb, only that a giant iron chest sat at the spot instead of the coffin.

Opening the iron chest of course required another three keys, but that was not the end of it because there was a small iron chest inside the giant one.

“Such maximum security perhaps deserves some higher prices from us,” Young Master Zhu said with a sigh.

“Young Master Zhu is very clever indeed,” said Gongsun Jing with a big smile.

Taking out the small iron chest, he unlocked it and opened the lid, but all of a sudden, his affable smile disappeared and his face looked as if someone had just shoved a rotten tomato down his throat.

The small iron chest turned out to be empty except a single piece of paper.

The paper only showed nine words, “Thank you! You are such a nice guy!”

Now support the translator Lanny by following my blog and leaving comments! :)

Video of the Day:

Excerpt from the Shanghai World Expo Closing Ceremony Concert - Fusion of Art and Music. Enjoy!

Predictive Policing and Wilderness Search and Rescue -- Can AI Help?

Santa Cruz police officers arresting a woman at a location
flagged by a computer program as high risk for car burglaries.
(Photo Credit: ERICA GOODE)

I came across an article recently talking about how Santa Cruz police department has been testing a new method where they use computer programs to predict when and where crimes are likely to happen and then send cops to that area for proactive policing. Although the movie "Minority Report" by Tom Cruise immediately came to my mind, that was actually not the same. The computer program was developed by a group of researchers consisting of two mathematicians, an anthropologist, and a criminologist. The program uses a mathematical model to read in crime data in the same area for the past 8 years and then predict time and location of areas with high probability for certain type of crimes. The program apparently can read in new data daily. This kind of program is attracting interests from law enforcement agencies because the agencies are getting a lot more calls for service when the number of staff is much less due to poor economy. This requires them to deploy resources more effectively. The article did not disclose much detail about the mathematical model (because it is a news article, not a research paper, duh), but it is probably safe to assume the model tries to identify patterns from past crime data and then assign probabilities to each grid cell (500 feet by 500 feet).

A multi-modal probability distribution predicting likely places
to find the missing person and a UAV path generated by algorithm.

I found this article especially interesting because in my research I am solving a similar problem with a similar approach. My research focuses on how an Unmanned Aerial Vehicle (UAV) can be used more efficiently and effectively by searchers and rescuers in wilderness search and rescue operations. One part of the problem is trying to predict where are likely places the lost person might be found. Another part of the problem is to generate an efficient path for the UAV so it will cover those high probability areas well with limited flight time. I've also developed a mathematical model (a Bayesian approach) that uses terrain features to predict the lost person's movement behavior, and also incorporate human behavior patterns from past data in the form of GPS track logs.

In both cases, the problems arise because of limited resources.

It is very important to remember that no one has the real crystal ball, so predictions can not be 100% correct. Also the prediction is in the form of a probability distribution, meaning in the long run (with many cases), the predictions are likely correct a good percentage of the time, but for each individual cases, the prediction could very possibly be wrong. This applies to both predictive policing and wilderness search and rescue.

Another important question to ask is how do you know your model is good and useful. This is difficult to answer because, again, we don't know the future. It is possible to pretend part of our past data is actually from "the future," but there are many metrics, what if the model performed well with respect to one metric, but performed terribly with respect to another metric? Which metric to use might be related to the individual case. For example, should number of arrests be used to measure the effectiveness of the system? Maybe by sending police officers to certain areas would scare off criminals and actually result in a reduction in number of arrests.

The predictive policing problem probably holds an advantage over the wilderness search and rescue problem because a lot more crimes are committed than people getting lost in the wilderness resulting in a much richer dataset. Also path planning for police offices is a multiagent problem while we only give the searchers and rescuers one UAV.

One problem with such predictive systems is that users might grow to fully rely on the system. This is an issue of Trust in Automation. Under-trust might waste resources, but over-trust might also lead to bad consequences. One thing to remember is that no matter how complicated the mathematical model is, it is still a simplified version of the reality. Therefore, calibrating the user's trust becomes an important issue and the user really need to know the strength of the AI system and also the weakness of the AI system. The product of the AI system should be complementary to the user to reduce the user's work and remind the user places that might be overlooked. The user also should be able to incorporate his/her domain knowledge/experience into the AI system to manage the autonomy. In my research, I am actually designing tools that allow users to take advantage of their expertise and manage autonomy at three different scales. I'll probably talk more about that in another blog post.

Anyway, it's good to see Artificial Intelligence used in yet another real life applications!







You shall not carry a brass knuckle in Texas because it is considered an illegal weapon (but in California you'll be just fine). Don't you love the complication of the US legal system, which by the way, serves big corporations really well.

Robot of the Day: Mars Pathfinder and the Sojourner Rover

On July 4th, 1997, which also happened to be the Independence Day of the United States, the Mars Pathfinder successfully landed on Mars. It made history because it was:

• The third lander (since the two Vikings) successfully landing on Mars.
• The first time a bouncing air bag landing mechanism was used for a lander.
• The first time a robot rover was successfully deployed.
• The first time a space mission was broadcasted on the Internet live.

After the successful landing, images of the mysterious red planet from the planet surface was broadcasted "live" on the Internet. This event had profound and extraordinary impacts on the public interests in space exploration, robotics technology, and web technologies, and inspired a generation of potential roboticists.

The Mars Pathfinder consisted of a lander and lightweight wheeled robotic rover named Sojourner (named after a a nineteenth-century black feminist and campaigner for the abolition of slavery). It was wrapped in large airbags. After entering the Martian atmosphere, a parachute was first deployed to slow down the falling of the capsule. Then a self-inflating airbag system in the shape of a tetrahedral was released, which "soft" landed on the terrain surface of Mars and rolled and bounced up and down all over the place. After the tetrahedral finally stopped rolling, the airbags were deflated and the lander unfolded itself, letting lose of the robotic rover. It is simply mind-boggling to see how the lander and the rover survived such vigorous movements, especially when one would have expected the scientific equipments on board to be very delicate devices. The video below shows some animations and footage of the landing process.

The main objective of the mission was to demonstrate it is possible to perform extraterrestrial exploration with low cost. As added benefit, the Mars Pathfinder also conducted some scientific experiments with a cameras, atmospheric structure instruments, and a spectrometer on the rover. The rover had six independently-controlled wheels and performed rock analysis as it roved about not far from the lander. The video below shows some footage of the rover moving about.

Roughly three months later, the mission control lost contact with the Pathfinder, but the mission had exceeded its goals just during the first month. Although still visible from Mars Reconnaissance Orbiter up high in the Martian sky, the robot (system) had become fully autonomous and just wondered about like a lonely ghost. Just like its name suggests, it had finally broken free from its human masters and became a free, uh, robot!

When I interned at NASA Ames in California in 2009, I was very fortunate to spot a prototype of the Sojourner Rover at the Intelligent Robotics Group (see pic on the left). I am strong believer in space colonization because we must "spread the seeds of human civilization" before we totally destroy our planet earth. And to make space colonization possible, we totally need robots that can build habitats for us. I wish the government would spend more on robotics and space exploration instead of sending troops to other countries to torture their citizens under the name of spreading "democracy" and "freedom".


Anyway, if you want to find out more about the Mars Pathfinder, you can watch "The Pathfinders" Documentary on YouTube.



Picture of the Day:

Photo of a meteor taken by astronaut from the International Space Station.