Abstract: Temporal difference (TD) learning is a fundamental technique in reinforcement learning that updates value function estimates for states or state-action pairs using a TD target. This target ...

There’s a new AirTag in town, but you might not know it based on the official product name. Fortunately, there’s a way to distinguish between old and new AirTags just by looking. While we like the ...

Abstract: This paper investigates the robust control problem of Markov jump linear systems (MJLSs) with unknown transition probabilities (TPs). While existing temporal difference learning (TDL) ...

The single, deficit-based model of autism has recently come under scrutiny, as research revealed subgroups differing in symptoms, developmental trajectory, and genetic drivers of the disorder (Litman ...

TD-MPC is a framework for model predictive control (MPC) using a Task-Oriented Latent Dynamics (TOLD) model and a terminal value function learned jointly by temporal difference (TD) learning. TD-MPC ...

Back to the Future's iconic Marty McFly guitar scene contains a number of timeline conundrums fans have noted many times over the years. But chief among them is a mistake that revolves around the ...

USDA-ARS, Cropping Systems Research Laboratory, Lubbock, TX, USA. 1) The difference (∆) in T c was calculated by subtracting the higher irrigation treatment from the lower irrigation treatment. 2) The ...

Want to impress friends with something simple but mind-blowing? This elastic band magic trick is perfect for beginners — easy to learn, super visual, and done with just two rubber bands!

The examples are nothing if not relatable: preparing breakfast, or playing a game of chess or tic-tac-toe. Yet the idea of learning from the environment and taking steps that progress toward a goal ...

In the 1980s, Andrew Barto and Rich Sutton were considered eccentric devotees to an elegant but ultimately doomed idea—having machines learn, as humans and animals do, from experience. Decades on, ...