[MINI] Partially Observable State Spaces
Data Skeptic23 Jan 2015

[MINI] Partially Observable State Spaces

When dealing with dynamic systems that are potentially undergoing constant change, its helpful to describe what "state" they are in. In many applications the manner in which the state changes from one to another is not completely predictable, thus, there is uncertainty over how it transitions from state to state. Further, in many applications, one cannot directly observe the true state, and thus we describe such situations as partially observable state spaces. This episode explores what this means and why it is important in the context of chess, poker, and the mood of Yoshi the lilac crowned amazon parrot.

Det här avsnittet är hämtat från ett öppet RSS-flöde och publiceras inte av Podme. Det kan innehålla reklam.

Avsnitt(601)

AI Decision-Making

AI Decision-Making

Making a decision is a complex task. Today's guest Dongho Kim discusses how he and his team at Prowler has been building a platform that will be accessible by way of APIs and a set of pre-made scripts...

16 Feb 201842min

[MINI] Reinforcement Learning

[MINI] Reinforcement Learning

In many real world situations, a person/agent doesn't necessarily know their own objectives or the mechanics of the world they're interacting with. However, if the agent receives rewards which are cor...

9 Feb 201823min

Evolutionary Computation

Evolutionary Computation

In this week's episode, Kyle is joined by Risto Miikkulainen, a professor of computer science and neuroscience at the University of Texas at Austin. They talk about evolutionary computation, its appli...

2 Feb 201824min

[MINI] Markov Decision Processes

[MINI] Markov Decision Processes

Formally, an MDP is defined as the tuple containing states, actions, the transition function, and the reward function. This podcast examines each of these and presents them in the context of simple ex...

26 Jan 201820min

Neuroscience Frontiers

Neuroscience Frontiers

Last week on Data Skeptic, we visited the Laboratory of Neuroimaging, or LONI, at USC and learned about their data-driven platform that enables scientists from all over the world to share, transform, ...

19 Jan 201829min

Neuroimaging and Big Data

Neuroimaging and Big Data

Last year, Kyle had a chance to visit the Laboratory of Neuroimaging, or LONI, at USC, and learn about how some researchers are using data science to study the function of the brain. We're going to be...

12 Jan 201826min

The Agent Model of Artificial Intelligence

The Agent Model of Artificial Intelligence

In artificial intelligence, the term 'agent' is used to mean an autonomous, thinking agent with the ability to interact with their environment. An agent could be a person or a piece of software. In ei...

5 Jan 201817min

Artificial Intelligence, a Podcast Approach

Artificial Intelligence, a Podcast Approach

This episode kicks off the next theme on Data Skeptic: artificial intelligence.  Kyle discusses what's to come for the show in 2018, why this topic is relevant, and how we intend to cover it.

29 Dec 201733min

Populärt inom Vetenskap

allt-du-velat-veta
p3-dystopia
dumma-manniskor
rss-ufobortom-rimligt-tvivel
ufo-sverige
kapitalet-en-podd-om-ekonomi
svd-nyhetsartiklar
hacka-livet
sexet
paranormalt-med-caroline-giertz
rss-vetenskapsradion
det-morka-psyket
rss-vetenskapsradion-2
ufo-sverige-2
rss-spraket
medicinvetarna
dumforklarat
halsorevolutionen
rss-dennis-world
rss-klotet