Explore the reinforcement learning algorithm that achieves performance comparable to GRPO in RLVR with minimal complexity. Learn how it works, why it’s effective, and its practical applications in RL ...

Abstract: The growth in e-commerce sales has been constant and, driven by the Covid-19 pandemic, has exceeded previous expectations. Owing to social isolation, parcel lockers - systems for goods ...

I recently read a book to my 4½-year-old daughter that I immediately took out of her room and decided never to read again. That children’s book reminded me of an assignment I once had at the ...

The day starts well before most people are even aware of it. In the morning, your smartphone wakes you seven minutes before iOS’ sleep tracking algorithm determines your wake-up time, and then plays a ...

Billionaire Texas Tech booster Cody Campbell has been running ads aimed at saving college sports! A couple of major networks have declined to take his money in exchange for broadcasting his latest ...

Kicking off a new swing of his “Fighting Oligarchy” tour, Senator Bernie Sanders (I-VT) sat down with CNN’s Dana Bash to explain why he believes the US political system is “broken and corrupt.” The ...

Abstract: Sampling-based model predictive control algorithms can be computationally expensive and may not be feasible for restricted platforms such as quadcopters. Comparatively speaking, lightweight ...

💨 ... and enjoy fast training. The synthetic environments are meta-learned to train agents within 10k time steps. This can be much faster than training in the real ...

In a groundbreaking development, engineers at Northwestern University have created a new AI algorithm that promises to transform the field of smart robotics. The algorithm, named Maximum Diffusion ...

This project implements Value Iteration and Q-Learning algorithms to solve a variety of gridworld mazes and puzzles. It provides pre-defined policies that can be customized by adjusting parameters and ...