3 Day Workshop 'Mathematical Introduction to Reinforcement Learning' in Pakistan

etkinlik

3 Day Workshop 'Mathematical Introduction to Reinforcement Learning' in Pakistan
9 Haz. 2021'den 11 Haz. 2021'e kadar

11.15 AM - 1.15 PM

DHA Phase 5، Khayaban-e-Jinnah Road، opposite Sector U، Punjab Small Industries Housing Society|Lahore, Punjab|54792|PK

Gönderen

In this workshop, we introduce the mathematical aspects of RL, its current methods, applications, and general scope. The workshop will use simulators and interactive applets to introduce RL aspects in a hands-on way.

Reinforcement learning (RL) addresses sequential decision-making problems and stochastic control and is strongly connected to dynamic programming and Markov decision processes. In the last decades, it has gained importance and has become a major field of study in machine learning and artificial intelligence. Researchers from various scientific fields that reach from cognitive sciences, neurology, and psychology to computer science, physics, and mathematics have developed algorithms and techniques with impressive applications and mathematical foundations. Reinforcement learning is based on the simple idea of learning by trial and error while interacting with an environment. At each step, the agent acts and receives a reward depending on the starting state, the action, and the environment. The agent learns to choose actions that maximize the sum of all rewards in the long run. The resulting choice of action for each state is called a policy. Finding optimal policies is the primary objective of reinforcement learning.


Register here

 

Dosyalar

Bütün etkinlikler

31 Ağu. 2024'den 4 Eyl. 2024'e kadar
23 Oca. 2024'den 21 Nis. 2024'e kadar
10 Kas. 2023'den 12 Kas. 2023'e kadar
21 Eki. 2023'den 3 Mar. 2024'e kadar
20 Eki. 2023
4 Eki. 2023'den 6 Eki. 2023'e kadar
24 Eyl. 2023'den 28 Eyl. 2023'e kadar
17 Eyl. 2023'den 27 Eki. 2023'e kadar
12 Eyl. 2023'den 14 Eyl. 2023'e kadar
12 Eyl. 2023'den 15 Eyl. 2023'e kadar
8 Ağu. 2023'den 14 Oca. 2024'e kadar