Robotic Hands Hit the Right Notes: Teaching Robots to Play Piano
![HandelBot consistently outperformed alternative methods in achieving precise piano performance, evidenced by its superior F1 score, and highlighting the critical role of real-world samples in bridging the performance gap inherent in systems relying solely on simulated data-a gap that significantly hindered the effectiveness of methods like [latex]\pi_{sim}(CL)[/latex] and [latex]\pi_{sim}[/latex].](https://arxiv.org/html/2603.12243v1/x3.png)
Researchers have developed a new framework that enables robots to learn complex piano playing skills in the real world through a combination of simulation and adaptive learning.
Marvel Studios Just Unveiled Its Grim Reaper – And He’s Not What We Expected
Demetrius Grosse joined the Marvel Cinematic Universe in 2026 with the series Wonder Man, playing the character Eric Williams. He appeared in two of the show’s eight episodes, fleshing out the backstory of Simon Williams and creating conflict for the main hero.
Michelle Keegan is ‘mortified’ and Mark Wright is ‘fuming’: Insiders tell KATIE HIND what the couple REALLY think of his mother and sister as Essex rivals celebrate downfall of ‘toxic’ family
The Essex family, who previously seemed confident in their public image, were shocked by the strong negative reaction to comments made by Carol and her daughter Jess criticizing women who wear thong bikinis at the beach.
Netflix’s 8-Part Erotic Thriller Series Breaks All The Rules Of Storytelling
Netflix’s new eight-part thriller takes risks with traditional storytelling, and it really pays off. The show taps into the proven appeal of both passionate romance and thrilling suspense, demonstrating that audiences are drawn to stories exploring the darker side of desire.
Lorna Luxe steps out at Cheltenham Festival in her first public outing since the death of her husband John
The well-known influencer, 43, came back to social media earlier this week to share that a lovely funeral service had been held for the businessman.
Arena Breakout brings its tactical FPS action to India with a beta test starting March 31, 2026
As an Indian gaming fan, I feel like we’re being seriously spoiled right now! First, we got Honor of Kings, and now Arena Breakout is coming so soon after! It’s awesome because I’m really excited to jump into this next-level tactical shooter and experience that intense, extraction-style gameplay with all the fighting.
Samara Weaving’s Ready or Not 2: Here I Come Debuts With Strong Rotten Tomatoes Score
I was so thrilled to hear about the premiere of Ready or Not 2: Here I Come! It actually first screened at the South by Southwest Festival on March 13th, ahead of its wider release in theaters on March 20th. And the buzz has been incredible – early reviews are fantastic! I checked Rotten Tomatoes, and it’s currently sitting at an impressive 89% approval rating. I can’t wait to see it!
Boris Johnson’s Bitcoin Blunder: A Ponzi Scheme or a Political Ploy?
Former U.K. Prime Minister Boris Johnson, that master of fiscal wisdom, has called Bitcoin a “giant Ponzi scheme,” prompting a rebuttal from Michael Saylor and the internet’s collective eye-roll. In a Daily Mail column shared on X with the gravitas of a man explaining quantum physics to a goldfish, Johnson recounted the tale of a retired Oxfordshire man who lost £20,000 to crypto-a story he presented as evidence of Bitcoin’s moral bankruptcy, as if the man had been handed a ledger by the devil himself.
Henry Cavill would “love” James Bond role – but not the one you think
In a recent interview with Heat magazine, the actor who played Superman clarified that he didn’t reject the role, but simply wasn’t available at that moment.
Netflix’s Hit Adaptation Of Bestselling 21-Book Series Is Dominating Streaming After Long-Awaited Return
Netflix’s popular drama, Virgin River, based on the 21-book series by Robyn Carr, is back with season 7. After a year and a half since season 6, viewers can once again visit the charming town in Northern California and catch up with Mel Monroe (Alexandra Breckenridge) and Jack Sheridan, who have recently gotten married.