Neural Optima - VideoAndMovie

Optimization & Operations Research & Decision Science Expert

Group Relative Policy Optimization (GRPO) - Reinforcement Learning & LLM

16:50

Group Relative Policy Optimization (GRPO) - Reinforcement Learning & LLM

SVM Project with Banknote Dataset

16:09

SVM Project with Banknote Dataset

Bottleneck Analysis & Process Improvement

8:54

Bottleneck Analysis & Process Improvement

Optimization and Data Science

13:27

Optimization and Data Science

Operations Research and Machine Learning

13:03

Operations Research and Machine Learning

CNC Machining Parameter Optimization with Reinforcement Learning - SAC

36:24

CNC Machining Parameter Optimization with Reinforcement Learning - SAC

Chemical Batch Process Optimization - DQN

19:38

Chemical Batch Process Optimization - DQN

PILCO - Probabilistic Inference For Learning Control

17:02

PILCO - Probabilistic Inference For Learning Control

R2D2 - Recurrent Experience Replay in Distributed Reinforcement Learning

8:34

R2D2 - Recurrent Experience Replay in Distributed Reinforcement Learning

MBPO - Model-Based Policy Optimization

7:42

MBPO - Model-Based Policy Optimization

MAML RL - Model Agnostic Meta Learning Reinforcement Learning

8:08

MAML RL - Model Agnostic Meta Learning Reinforcement Learning

Upper Confidence Bandits

10:13

Upper Confidence Bandits

Thompson Sampling for Reinforcement Learning

18:00

Thompson Sampling for Reinforcement Learning

Lagrange Multipliers in Machine Learning

17:31

Lagrange Multipliers in Machine Learning

Orthogonality and Orthogonalization - Practice

7:34

Orthogonality and Orthogonalization - Practice

Orthogonality and Orthogonalization Theory

22:26

Orthogonality and Orthogonalization Theory

Hessian Matrices

21:14

Hessian Matrices

Transfer Learning

16:56

Transfer Learning

Java - Furniture Production Optimization

7:17

Java - Furniture Production Optimization

Basic Level Linear Programming with Java

8:51

Basic Level Linear Programming with Java

Monte Carlo Methods in Reinforcement Learning

12:05

Monte Carlo Methods in Reinforcement Learning

Artificial Intelligence and P VS NP

7:43

Artificial Intelligence and P VS NP

Tile Coding

8:19

Tile Coding

Trust Region Policy Optimization - Introduction

16:10

Trust Region Policy Optimization - Introduction

Deep Q-Network

14:17

Deep Q-Network

Advantage Actor-Critic Algorithm

16:52

Advantage Actor-Critic Algorithm

Hierarchical Reinforcement Learning : Intro

23:30

Hierarchical Reinforcement Learning : Intro

Deterministic Policy Gradient (DPG)

15:13

Deterministic Policy Gradient (DPG)

Neural Networks in RL

9:19

Neural Networks in RL

Soft Actor Critic (SAC)

9:11

Soft Actor Critic (SAC)