Discover and read the best of Twitter Threads about #reasoning

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"Knowledge Representation in Judgment and Decision Making"

Today's SFI Seminar by @sdpbht (@Penn)

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#knowledge #cognition #behavior Image
@sdpbht @Penn How do people evaluate potential decisions — the tradeoffs, the risks?

"How do people make assessments, and how can we *improve* those assessments?"
- @sdpbht

AND: What role does #memory (episodic and semantic) play in all of this?

#psychology #taxonomy ImageImage
Categorical thinking empowers inductive #reasoning.

(Here: How does what people know about #dolphins inform the likelihoods they assign to other agents, such as #ET?)



#Cognitive #Psychology Image
Read 7 tweets
Reinforcement Learning and Planning? Submissions are welcome to the workshop "Bridging the Gap Between AI Planning and Reinforcement Learning (PRL)." Deadline Feb 24. Workshop date: June 8 or 9 (TBD). prl-theworkshop.github.io #RL #AI #Planning #ML #Reasoning #icaps #prl2021 /1
In the last edition, we accepted 20+ papers, had 5 invited speakers, 4 discussions and 100+ Zoom participants. See papers, posters and talks recording at icaps20subpages.icaps-conference.org/workshops/prl/ /2
Why a WS on PRL? 1) Pure RL and Planning deal with different problems, but both have been looking into each other techniques for their own challenges. /3
Read 6 tweets
A deeply interesting tutorial by @fchollet @MelMitchell1 @ChrSzegedy at #NeurIPS2020

"#Abstraction & #Reasoning in #AI systems: Modern Perspectives "

or "What are abstraction, generalization and analogic reasoning?"

1/
👇👇👇
📺neurips.cc/virtual/2020/p…
@fchollet begins by laying some foundations in notation and background.

E.g., Generalization is a spectrum (and we are looking at lower bands in #ML nowadays)

2/
And Abstraction? It is the engine behind generalization!

And of course it comes in different flavors:

- program-centric: that is akin to high-level reasoning (inducing & merging programs)

- value-centric (interpolating examples) 👈 essentially what #DL does and excels at!

3/
Read 15 tweets
Thinking back to my #MBA class on #Leadership, discussing how #cultural #context shapes #decisions.

The #professor presented a scenario:

‘A 50-year old man and his son are driving down the Mass. Pike when they meet with an accident.

1/
They are rushed to the hospital. The chief surgeon, who was the only one on duty at the time, looked at the bodies and exclaimed – “I can’t operate; he is my son.” A hospital convention prevented doctors to operate on immediate relatives.’

2/
“What do you think is going on here?” The professor asked this #culturally #diverse class.

There were various answers in the room.

3/
Read 10 tweets
Data surfaced by LinkedIn from 20+ million jobs revealed the 15 most in-demand soft & hard skills. The study looked at the skills that are in highest demand (based on hiring rate) relative to the supply of people who have those skills.
The top 5 most in-demand soft skills are:

#1 #Creativity

Connecting dots—that are seemingly unrelated—to generate original, useful solutions is an incredibly valuable skill in every employee, regardless of what industry or country you’re doing business in.
#2 #Persuasion

Persuasion is convincing others to buy into your idea or a different way of doing things to build consensus or make a decision. It’s one of the most powerful communication skills for all employees to have in their skillset.
Read 18 tweets
Thread: The slippery slope of undercover atheists
I begin with the Name of Allaah, the Entirely Merciful, the Especially Merciful.
“Were they created by nothing? Or were they the creators (of themselves)?” Qur’an 52:35
Read 50 tweets

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