RoPE
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Cooperative Long Rope Skipping via Multi-Agent Reinforcement Learning
Announce Type: new Abstract: Humans exhibit remarkable motor agility, enabling a wide range of dynamic skills such as running and jumping, which highlights the great potential of humanoid robots for athletic locomotion. Among athletic sports, long rope skipping requires two rope turners to cooperatively swing the rope while adapting to a player under different jumping rhythms, making it a meaningful yet challenging task for humanoid robots. Although existing methods for humanoid sports have...
PJ-RoPE: A Fourier-Jet-Affine Position Space for Relative Attention
Announce Type: new Abstract: We unify RoPE's Fourier phase, Jordan-RoPE's finite jets, and ALiBi's affine recency into a single learnable relative-position space, and study which regions of this space are selected by different tasks. PJ-RoPE is a Fourier-Jet-Affine formulation for relative attention, with an optional Poincare-type reading as the affine completion of a homogeneous Fourier-jet positional representation. Algebraically, the same primitives form a finite constant-coefficient...
Suspect in multiple assaults on female students at UCLA is arrested with zip ties and rope, police say
Suspect in multiple assaults on female students at UCLA is arrested with zip ties and rope, police say Olumuyiwa Akindahunsi is accused of following or approaching female students and physically assaulting them on UCLA’s campus - Bookmark A suspect accused of violently assaulting multiple female students at the University of California, Los Angeles, was arrested — and found with zip ties, duct tape and rope, authorities said. The suspect was identified as Olumuyiwa Akindahunsi, a 29-year-old...
Ropes, mattresses, bricks, bare hands: How locals fought to save guests in South Delhi hotel fire
Local traders, neighbours and labourers in the area were the first responders on Wednesday when the flames tore through Flourish Stay Bed and Breakfast. Bricks, ropes, mattresses, bedsheets and the burning will to help were what they had. Standing in the lane where the fire broke out, Mansur showed videos he had recorded during the rescue.
Odd Lots: How Rope Gave us Modern Civilization (Podcast)
Rope is easy to take for granted. It seems obvious and straightforward. But of course, it had to be invented.
<strong>How the Invention of Rope Gave us Modern Civilization</strong>
Ropes tying pillars of the central beam inside a minka house, restored and relocated by an architect Takumi Osawa, in Kawasaki, Kanagawa Prefecture, Japan, on Saturday, Oct. 29, 2022. Known in Japan as minka, these locally crafted structures with characteristic pitched roofs were built for hundreds of years to accommodate farmers, artisans and merchants. Photographer: Noriko Hayashi/Bloomberg
IND vs AFG: KL Rahul sheds T20 edginess, Sudharsan makes the most of 'long rope'
TimesofIndia.com in Mullanpur: The challenge before KL Rahul and Sai Sudharsan was not Afghanistan's bowling attack. It was the transition from two months of relentless T20 cricket back to the demands of Test cricket. One had to rediscover patience after a prolific IPL campaign, while the other had to justify the faith placed in him by the team management.
Positional versus Symbolic Attention Heads: Learning Dynamics, RoPE Geometry, and Length Generalization
new Abstract: Transformer-based language models are widespread in today's society. As such, understanding the mechanisms by which they solve structured tasks and predicting how they may behave in novel scenarios is of great importance for safe deployment. We study the learning dynamics of attention heads in a controlled setting by training a decoder-only Transformer (GPT-J) on two structurally equivalent multi-hop reasoning tasks: a number task requiring positional reasoning and a letter...
WWE's Liv Morgan flying off the top rope for bikini season, Emily Elizabeth living a daydream & weekend meat
It's the first Sunday of June, and it's only right that we get this morning's Screencaps off on the right foot with someone who is ready for bikini season. I'm not going to pretend that I tune into wrestling every week, I don't. Or that I follow along with the current storylines.