KhushalOne of the critical requirements of reinforcement learning is capability to simulate the environment in which the agent operates. As #reinforcement learning becomes a major field to bring AI into physical world, demand for simulations that are as close to real world as possible while still able to run on parallel compute hardware will increase rapidly.
1/2 Richard #Sutton is indeed right. Even schools are about consequences. If you do specific things, you get rewarded, if you do other specific things you get punished. That's exactly what #reinforcement learning is. And when we talk about #humans, it is indeed right to consider that we are animals first, in fact, the whole #evolution is basically a reinforcement learning that embedded the learnings in our genetic using chemicals.
Richard Sutton – Father of RL thinks LLMs are a dead end
WIST Quotations Has Moved!A quotation from Mignon McLaughlin
Most of us would try to be noble, if we just had a claque we could depend on.Mignon McLaughlin (1913-1983) American journalist and author
The Neurotic’s Notebook, ch. 6 (1963)
More info about this quote: wist.info/mclaughlin-mignon/80…
#quote #quotes #quotation #qotd #mignonmclaughlin #admiration #applause #audience #nobility #recognition #reinforcement #virtue #supporters
A quotation from Samuel Johnson
To be of no church is dangerous. Religion, of which the rewards are distant, and which is animated only by faith and hope, will glide by degrees out of the mind unless it be invigorated and reimpressed by external ordinances, by stated calls to worship, and the salutary influence of example.Samuel Johnson (1709-1784) English writer, lexicographer, critic
Lives of the Most Eminent English Poets, “Milton” (1781)
Sourcing, notes: wist.info/johnson-samuel/21120…
#quote #quotes #quotation #qotd #samueljohnson #church #churchgoing #community #example #congregation #organizedreligion #reinforcement #religion #worship #mutualsupport
N-gated Hacker News👨💻🤖 Oh joy, another #GitHub #repository boasting about implementing Sutton and Barto's RL methods! Because who doesn't want to navigate through yet another maze of #AI #buzzwords and autopilot #code writing? 🚀🎉
https://github.com/ivanbelenky/RL #AI #Research #Reinforcement #Learning #Tech #Trends #HackerNews #ngated
https://github.com/ivanbelenky/RL #AI #Research #Reinforcement #Learning #Tech #Trends #HackerNews #ngated
Asheville Charlie
JMLR'Learning Global Nash Equilibrium in Team Competitive Games with Generalized Fictitious Cross-Play', by Zelai Xu, Chao Yu, Yancheng Liang, Yi Wu, Yu Wang.
http://jmlr.org/papers/v26/24-1503.html
#reinforcement #games #play
Philo Sophies#Zoomposium with Dr. #Patrick #Krauß: Building instructions for #artificial #consciousness
Transferring the various stages of #Damasio's #theory of consciousness 1:1 into concrete #schematics for #deeplearning. To this end, strategies such as #feedforward connections, #recurrent #connections in the form of #reinforcement learning and #unsupervised #learning are used to simulate the #biological #processes of the #neuronal #networks.
More at: https://philosophies.de/index.php/2023/10/24/bauanleitung-kuenstliches-bewusstsein/
Zoomposium mit Dr. Patrick Krauß: „Bauanleitung Künstliches Bewusstsein“ - philosophies
Zoomposium-Interview aus der "KI-Forschung" mit Dr. Patrick Krauß zum Thema Möglichkeiten einer "Bauanleitung Künstliches Bewusstsein"
#Zoomposium mit Dr. #Patrick #Krauß: „Bauanleitung #Künstliches #Bewusstsein“
Die verschiedenen Stufen von #Damasios #Theorie des Bewusstseins 1:1 in konkrete #Schaltpläne für ein #DeepLearning zu überführen. Hierzu werden Strategien wie #feedforward connections, #recurrent #connections in Form von #reinforcement learning und #unsupervised learning angewendet, um die #biologischen #Prozesse der #neuronalen #Netze zu simulieren.
Mehr auf: https://philosophies.de/index.php/2023/10/24/bauanleitung-kuenstliches-bewusstsein/
Zoomposium mit Dr. Patrick Krauß: „Bauanleitung Künstliches Bewusstsein“ - philosophies
Zoomposium-Interview aus der "KI-Forschung" mit Dr. Patrick Krauß zum Thema Möglichkeiten einer "Bauanleitung Künstliches Bewusstsein"
GripNews🌘 GitHub - MathFoundationRL/Book-Mathematical-Foundation-of-Reinforcement-Learning
➤ 一本強化學習數學基礎的導引
✤ https://github.com/MathFoundationRL/Book-Mathematical-Foundation-of-Reinforcement-Learning
這是一本名為《強化學習的數學基礎》的新書的首頁，旨在提供對強化學習基本概念、問題和經典算法的數學而易懂的介紹。
+ 這本書看起來非常有幫助，對於想深入瞭解強化學習的人來說是個好資源！
+ 我喜歡這本書的數學解釋方式，讓我能更清楚地掌握複雜的概念。
#Reinforcement Learning
➤ 一本強化學習數學基礎的導引
✤ https://github.com/MathFoundationRL/Book-Mathematical-Foundation-of-Reinforcement-Learning
這是一本名為《強化學習的數學基礎》的新書的首頁，旨在提供對強化學習基本概念、問題和經典算法的數學而易懂的介紹。
+ 這本書看起來非常有幫助，對於想深入瞭解強化學習的人來說是個好資源！
+ 我喜歡這本書的數學解釋方式，讓我能更清楚地掌握複雜的概念。
#Reinforcement Learning
GitHub - MathFoundationRL/Book-Mathematical-Foundation-of-Reinforcement-Learning: This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."
This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning." - MathFoundationRL/Book-Mathematical-Foundation-of-Reinforcement-Learning