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

4 Nis. 2022'den 6 Nis. 2022'e kadar
18 Kas. 2021'den 19 Kas. 2021'e kadar
30 Eyl. 2021'den 18 Kas. 2021'e kadar
27 Eyl. 2021'den 30 Eyl. 2021'e kadar
25 Eyl. 2021'den 25 Haz. 2022'e kadar
22 Eyl. 2021'den 19 Ara. 2021'e kadar
13 Eyl. 2021'den 17 Eyl. 2021'e kadar
13 Eyl. 2021'den 16 Eyl. 2021'e kadar
8 Eyl. 2021'den 9 Eyl. 2021'e kadar
24 Ağu. 2021'den 5 Mar. 2023'e kadar
4 Ağu. 2021'den 28 Ağu. 2021'e kadar
2 Ağu. 2021'den 6 Ağu. 2021'e kadar
26 Tem. 2021'den 30 Tem. 2021'e kadar