NextBigFuture

AI Legend Sutton Wrote the Bitter Lesson- Gives His Suggestions for True Continual Learning

Sutton believes Reinforcement Learning is the Path to to Intelligence via Experience. Sutton defines intelligence as the computational part of the ability to ...
Hosted on MSN

Higher caffeine intake linked to better cognitive function in older U.S. adults, study finds

Older adults who consume more caffeine may be less likely to experience cognitive decline, according to a new ...
Visual Studio Magazine

Kernel Ridge Regression with Cholesky Inverse Training Using C#

Dr. James McCaffrey presents a complete end-to-end demonstration of the kernel ridge regression technique to predict a single ...
Medical Xpress

Warm and consistent parenting can lead to meaningful changes in brain function and learning style

Recent research, published in Biological Psychiatry, provides the first proof that evidence-based parenting programs are accompanied by specific changes in children's brain activity and ...
IEEE

Multi-Agent Inverse Q-Learning from Demonstrations

Abstract: When reward functions are hand-designed, deep reinforcement learning algorithms often suffer from reward misspecification, causing them to learn suboptimal policies in terms of the intended ...
IEEE

Data-Based Inverse Reinforcement Learning for Nonlinear Systems With Control Constraints

Abstract: This article proposes an online data-based inverse reinforcement learning (IRL) scheme to solve optimal control problem for nonlinear systems with control constraints, in which the unknown ...
GitHub

Algorithms for Inverse Reinforcement Learning

Gridworld experiment (Figures 1 and 2 of article) Run class TRLMain.java or execute the JAR file: java -jar TRLMain-1.0.0.jar. Step 1: Run TRLMain. A window with a standard 5x5 square gridworld ...