Teaching AI to Learn How Humans Plan Efficiently

Teaching AI to Learn How Humans Plan Efficiently. Using reinforcement learning to build a cognitive model of hierarchical discovery

Human planning is hierarchical. Whether planning something simple like cooking dinner or something complex like a trip abroad, we usually begin with a rough mental sketch of the goals we want to achieve (“go to India, then return back home”). This sketch is then progressively refined into a detailed sequence of sub-goals (“book flight ticket”, “pack luggage”), sub-sub-goals, and so on, down to the actual sequence of bodily movements that is much more complicated than the original plan.

ai reinforcement-learning machine-learning data-science human-behavior

7 Types of Data Bias in Machine Learning. Data bias can occur in a range of areas, from human reporting and selection bias to algorithmic and interpretation bias.

Most popular Data Science and Machine Learning courses — August 2020. This list was last updated in August 2020 — and will be updated regularly so as to keep it relevant

In this article, I clarify the various roles of the data scientist, and how data science compares and overlaps with related fields such as machine learning, deep learning, AI, statistics, IoT, operations research, and applied mathematics.

Learning is a new fun in the field of Machine Learning and Data Science. In this article, we’ll be discussing 15 machine learning and data science projects.

Dummies guide to Reinforcement learning, Q learning, Bellman Equation. You’re getting bore stuck in lockdown, you decided to play computer games to pass your time.