To address the issue of redundant states in the application of the policy iteration algorithm in the environmental model optimization process and to accelerate the convergence speed of the algorithm, ...

A modernized, interactive demo of value iteration in a 10×10 grid world, adapted from David Poole’s original demo. Visualizes how the value function and optimal policy evolve with each iteration.

A completely model-free (MF) value iteration (VI) algorithm is developed to learn the optimal control policy using off-line system trajectories. The generated control policies are proven to converge ...

Many of the latest building codes are now demanding glazing systems to achieve U ... Bendheim channel glass systems can achieve a center-of-glass U-value of U-0.12, offering architects and builders ...

If we want to retain this distinctively human value, we need to be intentional about how algorithms figure in the choices we make. As AI becomes more embedded in our lives, we must actively ...

The minimize and maximize functions allow to respectively minimize and maximize the value of such quadratic ... The four following code snippets all create equivalent polynomials 💡 Tip: it is faster ...