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720 results

Paderborn University - Department LEA
Exercise 03: Dynamic Programming

Third tutorial video of the course "Reinforcement Learning" at Paderborn University during the summer term 2020. Source files are ...

46:59
Exercise 03: Dynamic Programming

599 views

5 years ago

Abhishek Gupta
Lec 34: Approximate Dynamic Programming for Large Horizons, Model Predictive Control & many more

In this lecture on Nonlinear Programming, we take a deep dive into Approximate Dynamic Programming for large horizons.

52:28
Lec 34: Approximate Dynamic Programming for Large Horizons, Model Predictive Control & many more

255 views

4 years ago

Abhishek Gupta
Lecture 33: Fundamentals of Approximate Dynamic Programming

In this lecture on Nonlinear Programming, we delve into the fundamentals of Approximate Dynamic Programming. We begin by ...

51:43
Lecture 33: Fundamentals of Approximate Dynamic Programming

394 views

4 years ago

Paderborn University - Department LEA
Lecture 03: Dynamic Programming

Third lecture video on the course "Reinforcement Learning" at Paderborn University during the summer term 2020. Source files ...

1:22:30
Lecture 03: Dynamic Programming

1,162 views

5 years ago

CodeEmporium
Monte Carlo in Reinforcement Learning

Let's talk about how Monte Carlo methods can be used in reinforcement learning RESOURCES [1] Other Monte Carlo Video: ...

11:49
Monte Carlo in Reinforcement Learning

23,760 views

2 years ago

Paderborn University - Department LEA
Dynamic Programming (Lecture 03,  Summer 2023)

Third lecture video on the course "Reinforcement Learning" at Paderborn University during the summer term 2023. Source files ...

1:36:52
Dynamic Programming (Lecture 03, Summer 2023)

1,167 views

2 years ago

Federated Logic Conference FLoC 2018
Hado van Hasselt: Reinforcement Learning II

Lecture 8, Monday 2 July 2018, part of the FoPSS Logic and Learning School at FLoC 2018 - see http://fopss18.mimuw.edu.pl/ ...

1:39:15
Hado van Hasselt: Reinforcement Learning II

626 views

7 years ago

Paderborn University - Department LEA
Exercise 03: Dynamic Programming (Summer 2024)

Reinforcement Learning course materials: https://github.com/upb-lea/reinforcement_learning_course_materials.

30:23
Exercise 03: Dynamic Programming (Summer 2024)

254 views

1 year ago

Universitat Pompeu Fabra - Barcelona
RLSS 2023 - From Dynamic Programming to Reinforcement Learning - Olivier Pietquin

https://rlsummerschool.com/program/

1:28:50
RLSS 2023 - From Dynamic Programming to Reinforcement Learning - Olivier Pietquin

607 views

2 years ago

Alice Gao
L20: Introducing Reinforcement Learning and the Passive ADP Algorithm

... reinforcement learning and then describe our first reinforcement learning algorithm called adaptive dynamic programming i'll ...

8:32
L20: Introducing Reinforcement Learning and the Passive ADP Algorithm

4,777 views

4 years ago

Abhishek Gupta
LEC 23: Advanced Techniques for Deep Reinforcement Learning: Actor-Critic, TD Lambda

In the 23rd lecture of ECE 8851: Reinforcement Learning, we explore advanced techniques in deep reinforcement learning.

30:19
LEC 23: Advanced Techniques for Deep Reinforcement Learning: Actor-Critic, TD Lambda

139 views

5 years ago

Nando de Freitas
Deep Learning Lecture 16: Reinforcement learning and neuro-dynamic programming

Slides available at: https://www.cs.ox.ac.uk/people/nando.defreitas/machinelearning/ Course taught in 2015 at the University of ...

56:04
Deep Learning Lecture 16: Reinforcement learning and neuro-dynamic programming

121,445 views

10 years ago

CIS 522 - Deep Learning
Policy and Value Iteration

... in programming then you'll know that this is related to dynamic programming right in dynamic programming we often encounter ...

16:39
Policy and Value Iteration

199,078 views

4 years ago

Paderborn University - Department LEA
Introduction to Reinforcement Learning (Lecture 01, Part 1/2, Summer 2024)

Initial lecture video on the course "Reinforcement Learning" at Paderborn University during the summer term 2023. Source files ...

1:14:33
Introduction to Reinforcement Learning (Lecture 01, Part 1/2, Summer 2024)

1,086 views

1 year ago

Paderborn University - Department LEA
Lecture 07: Planning and Learning with Tabular Methods

Seventh lecture video on the course "Reinforcement Learning" at Paderborn University during the summer term 2020. Source files ...

1:33:04
Lecture 07: Planning and Learning with Tabular Methods

886 views

5 years ago

Abhishek Gupta
ECE 7202 Lec 1: Introduction to Reinforcement Learning, Probability theory, State in decision theory

... treated as a dynamic decision problem and you have to use reinforcement learning or a dynamic programming in order to solve ...

1:20:34
ECE 7202 Lec 1: Introduction to Reinforcement Learning, Probability theory, State in decision theory

451 views

3 months ago

Universitat Pompeu Fabra - Barcelona
RLSS 2023 - Primal-Dual Methods for Reinforcement Learning - Gergely Neu

https://rlsummerschool.com/program/

1:29:55
RLSS 2023 - Primal-Dual Methods for Reinforcement Learning - Gergely Neu

540 views

2 years ago

CodeEmporium
Q-learning - Explained!

Let's talk about one of the more important concepts in reinforcement learning: q-learning ABOUT ME ⭕ Subscribe: ...

11:54
Q-learning - Explained!

78,441 views

2 years ago

Alice Gao
L19: Policy Iteration Example

... two equations and two unknowns unknowns and we can solve this exactly by hand or using linear programming here it's simple ...

14:30
L19: Policy Iteration Example

28,050 views

4 years ago

CIS 522 - Deep Learning
Model Based RL Examples

... decades on planning and trajectory optimization and dynamic programming and model-based reinforcement learning is sample ...

4:35
Model Based RL Examples

881 views

4 years ago