PyEMMA (EMMA = Emma's Markov Model Algorithms) is an open source Python/C package for analysis of extensive molecular dynamics simulations. In particular, it includes algorithms for estimation, ...

Abstract: In this paper, we study reinforcement learning (RL) algorithms based on a perspective of performance sensitivity analysis for SMDPs with average reward. We present the results about ...

Abstract: In recent years, reinforcement learning (RL) has achieved remarkable success due to the growing adoption of deep learning techniques and the rapid growth of computing power. Nevertheless, it ...

Quantum computing has imprinted itself on our society as a weird, wacky way of computing that most of us can’t comprehend.

Mobile robots are increasingly deployed in applications ranging from household cleaning to hazardous industrial inspection, ...

DeepSeek speculative decoding framework DSpark went live June 27 on V4-Flash and V4-Pro, reporting up to 85 percent faster ...

Many of the insights hitting soccer pitches today trace back to Jesse Davis and a team of computer scientists open-sourcing tools for some of the sport’s trickiest problems.

Deep learning variant calling has transformed genomic accuracy. Discover how DeepVariant works, outperforms classical tools, ...

Therapeutic antibodies selectively eliminated existing stem cells in mice while sparing gene-edited donor cells, offering a safer strategy for stem cell transplants.