(19th-January-2021) • Let’s start the setup process. • First download Stanford NER version 3.8.0 using the link provided in previous...

(18th-January-2021) • NLP stands for Natural Language Processing and is related to computer processing of human languages like English •...

(17th-January-2021) • In probability theory and related fields, a stochastic or random process is a mathematical object usually defined...

(16th-January-2021) • While Hutter studied using MDPs (Hutter 2009a) and dynamic Bayesian networks (DBN) (Hutter 2009b; Ghahramani 1997)...

(15th-January-2021) • A simplified example of a Markov decision process (MDP), not showing outputs. There are three states, S1, S2, and...

(14th-January-2021) Universal AI would be computable if it used TMs with finite tapes and the next section will describe a way to do...

(13th-January-2021) • The Ethics of Learned Environment Models, For an AI system like Google's self-driving car, the environment model is...

(12th-January-2021) • Universal AI learns an environment model in the form of a probability distribution ρ(h) over interaction histories....

(11th-January-2021) In addition to its role in defining idealized intelligent agents, Kolmogorov complexity can also be used to define...

(10th-January-2021) • Let U be a reference UTM and let Q be the infinite set of all programs for U. These programs are finite bit strings...

(9th-January-2021) • Utilitarianism is a system of normative ethics that says we should choose actions that maximize benefit and minimize...

(8th-January-2021) • Utility-Maximizing Agents • Numerical values assigned to outcomes can express any set of preferences among outcomes...

(7th-January-2021) • A current approach views AI as an agent interacting with an environment (Russell and Norvig 2010; Sutton and Barto,...

(6th-January-2021) • If you try to dig into the details of these tradeoffs, you will end up having to understand the AI's social model....

(5th-January-2021) • Humans have created other tools whose unintended consequences are harmful. Drugs can cure infections and ease pain...

(4th-January-2021) • In the future when everyone has a constant electronic companion with which they can speak. It may be embodied in a...

(3rd-January-2021) • What is the future of AI? IBM's Watson beat champions of the sophisticated language game Jeopardy. • April 2014...

(2nd-January-2021) • Today, we describe how numerical values assigned to outcomes fit into a mathematical framework for the way that AI...

(1st-January-2021) Original purpose of machine learning Classifying unknown input correctly It is not to classify learning cases...

(31th-December-2020) The example of information gain are followings. Attribute to split Here is Branching by Outlook attribute.