Watch this AI figure out how to place blocks in Minecraft

Watch this AI figure out how to place blocks in Minecraft

Artificial intelligence doesn’t compare favorably to humans when it comes to problem solving. Ask any eight year old child to place a few blocks on a grid in Minecraft and they’ll almost certainly be bored by the task. A computer, on the other hand, doesn’t grasp such difficult concepts so easily.

Stephan Alaniz, a researcher with the Department of Electrical Engineering and Computer Science Technische Universitat Berlin, yesterday published a white paper titled “Deep Reinforcement Learning with Model Learning and Monte Carlo Tree Search in Minecraft.” In his paper the scientist explains his efforts to create a superior method for training an AI to perform simple tasks based on visual input.

If we’re ever going to have robots that can live and work among humans seamlessly without damaging us or our property they’re going to have to understand how to interact with the environment using visual context. One of the most popular ways to train AI for this task is using video games with simple controls.

We can judge an AI’s effectiveness at completing specific tasks in a structured environment, like Minecraft, by comparing it to human efforts.

Watching the above video, it’s apparent that AI – even one that’s shown to be more effective than other agents trained to perform similar tasks – isn’t very good at doing simple things yet. But developing cutting-edge technology takes time — though advances in machine learning techniques are happening at a terrifying pace.

Future research will drive training times down, effectiveness up, and generate new ideas for algorithms that further blur the lines between artificial and human intelligence.

But for now, it’s interesting enough to watch an AI process hundreds of different moves as it tries to figure out a simple block placing challenge in Minecraft. It might be worth remembering, in the future, how simple these things were when they began learning.

Watch this AI figure out how to place blocks in Minecraft

Ni no Kuni II: Revenant Kingdom Draws Praise in Latest Trailer

Ni no Kuni II: Revenant Kingdom Draws Praise in Latest Trailer

Bandai Namco has released another trailer for Ni no Kuni II: Revenant Kingdom, which shows off just a bit of the praise the game has received. The trailer showcases some of the scores and positive remarks reviewers have lavished upon it, supercut with some of the gorgeous fotage from the game.

Ni no Kuni II follows young Evan’s journey to reunite and reclaim his kingdom as well as the involvement of character Roland in the grand scheme of things. We’ve seen several different looks at combat, as well as other glimpses of the great-looking game thus far, but this trailer is all about trying to get you to want to embark on the journey with Evan, Roland, and company.

Our own Alex Gibson rated the game a 5/5:

“This second adventure has been worth the long wait in every respect, and I’m already salivating over the prospect of what the future holds for the series. Until then, though, I’m contented to remain at Evermore, immersing myself in the delight of building my very own Revenant Kingdom.”

If you’re interested in seeing what’s going on in the sprawling sequel to the Studio

Ni no Kuni II: Revenant Kingdom Draws Praise in Latest Trailer

See Geralt of Rivia Show off His Moves in Soulcalibur VI

See Geralt of Rivia Show off His Moves in Soulcalibur VI

We’ve known that CD Projekt Red’s The Witcher himself, Geralt of Rivia, is coming to Soulcalibur VI, for a while. But we haven’t really gotten a chance to see his moves in the fighting game broken down just yet. That’s all changing as of today, with a more in-depth look at things. CD Projekt RED’s Borys Pugacz-Muraszkiewicz took to a new video clip to show off Geralt’s moves, with a fighting style that shows off his “scalpel-like” moves in combat.

“Our role was making sure that Geralt in Soulcalibur VI moves, feels and plays like Geralt from The Witcher 3,” says Pugacz-Muraszkiewicz. “However since movement, timing, play-perspective and general responsiveness are very different in the fighting game, we had to go back to the drawing board and reinvent the way Geralt behaves in certain situations.”

Soulcalibur VI is coming to PlayStation 4, Xbox One, and PC by way of Steam this year, including Geralt and your favorite characters from the series. There’s a lot to look forward to if you’ve been following the venerable fighting game since its inception. You can watch the Witcher himself in action in the clip below, along with additional insights into what makes him such a formidable opponent. Looking for a new main to go to when you delve into Soulcalibur when it launches? You may have just found him.

See Geralt of Rivia Show off His Moves in Soulcalibur VI

Mutant Year Zero: Road to Eden Gameplay Trailer is Classic Fallout Meets XCOM

Mutant Year Zero: Road to Eden Gameplay Trailer is Classic Fallout Meets XCOM

Funcom’s upcoming post-apocalyptic RPG Mutant Year Zero: Road to Eden is receiving a ton of attention. Judging by the recent gameplay trailer, that attention is well-deserved.

Exploration is the name of the game in Mutant Year Zero; according to the trailer, it will feature plenty of open areas for players to explore at their leisure. Players can snoop around, scour the game world for items to use or trade, complete missions, recruit new teammates, and fight all sorts of enemies. Moreover, as players explore the world, they will discover much-needed levity in just how detached the game’s post-apocalyptic world is from the modern one. Even though Mutant Year Zero is full of mutants and robots, characters believe a picture of a cartoonish moose portrays a demon and confuse a boombox for a literal bomb. It’s the kind of humor that’s tailor-made for post-apocalyptic RPGs and is extremely prevalent in games like Fallout.

Mutant Year Zero, while it seemingly will focus on an expansive world and narrative, will feature an equally-robust combat system. Stealth will play a vital role; if the player initiates combat from outside an enemy’s detection radius, he or she will have a chance to finish the battle before the enemy even knows what happened. That assumes, of course, players use stealth-oriented weapons such as silenced pistols and crossbows; noisy weapons like shotguns and grenades are almost guaranteed to draw unwanted attention. Moreover, before fighting enemies, players will be able to strategically position characters to effectively take out separated enemies and ambush the rest. In some cases, players can even turn an enemy’s superweapon against its would-be masters.

When Mutant Year Zero’s combat starts in earnest, it uses the same turn-based system as XCOM and Harebrained Scheme’s Shadowrun games. Players will be encouraged to fight tactically, seek cover whenever possible, and use special abilities to gain the upper hand. Some abilities, such as standing guard and firing on moving enemies, will be standard for this game genre, while others, namely mutations, are slightly more unorthodox. Yes, a game called “Mutant Year Zero” features mutations.

Each time a character levels up, he or she gains access to new mutations that can be swapped around while out of combat. Some need to be activated, such as stone-like skin that makes characters more resistant to damage, while others are passive, like being short to easily hide behind low cover. Moreover, players will be actively encouraged to change mutations, as some are more situational than others; bunkers with low ceiling will render wings useless, while robots will practically be begging to be targeted with the ability to disable electronics.

Weapons will also be a key feature in Mutant Year Zero. Players will be able to find them in the game world and upgrade them at their home base. Like abilities, weapon upgrades will contain a mix of standard and unconventional enhancements. Weapons can be improved to hit harder and more accurately, and they can also be upgraded with ammunition that lights enemies on fire or knocks them back.

Mutant Year Zero: Road to Eden’s gameplay trailer shows plenty of promise. Any gamer who has played Shadowrun Returns, Dragonfall, or Hong Kong will likely feel right at home. We at Twinfinite will continue to cover this game, which should release later this year.

Mutant Year Zero: Road to Eden Gameplay Trailer is Classic Fallout Meets XCOM

Lego Incredibles Zooming Their Way to Consoles and PC This Year

Lego Incredibles Zooming Their Way to Consoles and PC This Year

Warner Bros. Interactive and TT Games have unveiled the next official Lego game, and it’s, well…incredible. Literally. Lego The Incredibles is coming soon, releasing as both digital and physical editions on June 15 alongside the film’s debut in theaters. It’s coming to PlayStation 4, Xbox One, PC, and Nintendo Switch.

Lego The Incredibles will feature much of the same fun the previous titles did, with an open world hub that lets you travel to locales like Nomanisan Island and Municiberg, with additional features such as “crime bosses” as you play through the hub world. As you complete additional areas of the world, you can start fighting crime in extended locations.

The campaign, however, will borrow from both movies and feature original content as well. The same familiar puzzle-solving, combat, and Lego-related building quests will be interspersed with other attacks and powers based on The Incredibles’ abilities to play into the family’s strengths. So while it’s going to largely be based on the Lego games you’re familiar with, it’ll be beefed up in the areas that count so it can feel more like an Incredibles-related adventure.

So if you’ve been jonesing for more of the superpowered family and more Lego games, this official reveal should keep you pretty excited, especially since you can go grab it the same day as you see the movie and take the magic of the family home with you.

Lego Incredibles Zooming Their Way to Consoles and PC This Year

John Cena Will Play Duke Nukem in a Deadpool-Styled Movie

John Cena Will Play Duke Nukem in a Deadpool-Styled Movie

Duke Nukem is known for two things: kicking alien ass and always being out of gum. Soon he’ll be known for a third thing: being played by John Cena in a movie.

According to CinemaBlend, producers Andrew Form (The Purge,Teenage Mutant Ninja Turtles) and Brad Fuller (Project Almanac, The Purge) have confirmed that Cena, after months of negotiations, is officially attached to an upcoming Duke Nukem movie. Well, for now, anyway. Form stated the script has yet to be penned, and, as with any actor, Cena could potentially leave if he reads the script and doesn’t like it.

While the Duke Nukem movie doesn’t have a script yet, Form and Fuller are already determined to make the movie’s tone match that of Deadpool. This decision is strangely fitting since Duke is overtly sexist, but in a tongue-in-cheek sort of way. Plus, his chauvinism somehow adds to his machismo charm, as odd as it sounds. Form even acknowledges the challenge of turning those normally negative personality traits into endearing ones:

You know that having a misogynistic guy in today’s world, how do you make that fun and lovable and at the same time he’s got to be an incredible badass, so those are the things that we’re struggling with and we’re going to try and come out with what I hope is a really fun ride. That’s the goal, is for it to be a really fun ride.

Some might balk at the thought of Cena being up to the task of playing what might just be the prototypical badass video game hero, but, like fellow wrestler-turned-actor Dwayne Johnson, he has plenty of experience in both action and comedic roles (and a few that are both). Plus, in sunglasses and a flattop haircut, he could potentially be a dead ringer for the character. Given his ever-growing experience as a voice actor, he could conceivably also sound almost identical to Duke’s original voice actor Jon St. John by the time filming starts.

While the movie is a long way off, we will pay close attention to this movie. With luck, it will help redeem the Duke Nukem franchise after the disappointment that was Duke Nukem Forever.

John Cena Will Play Duke Nukem in a Deadpool-Styled Movie