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

evento

3 Day Workshop 'Mathematical Introduction to Reinforcement Learning' in Pakistan
9 Jun. 2021 hasta 11 Jun. 2021

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

## Sitio web

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

## Todos los eventos

9 Jun. 2021 hasta 11 Jun. 2021
12 Mayo. 2021 hasta 3 Jun. 2021
23 Abr. 2021 hasta 25 Abr. 2021
10 Abr. 2021 hasta 11 Abr. 2021
25 Mar. 2021
18 Mar. 2021
17 Mar. 2021
14 Mar. 2021
13 Mar. 2021
11 Mar. 2021
10 Mar. 2021 hasta 26 Mar. 2021
10 Mar. 2021
25 Feb. 2021
24 Feb. 2021 hasta 26 Feb. 2021
15 Feb. 2021 hasta 18 Feb. 2021
11 Feb. 2021
10 Feb. 2021