AI — Models & Research

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Lec 7: Neural Network Fundamentals
Formal & Physical Sciences AI — Models & Research
EN

Lec 7: Neural Network Fundamentals

Prof. Arijit Sur
32 min
★ ★ ★ ★ ☆ 4/5
Neural NetworksPerceptronDeep Learning
Reinforcement Learning 2026 - Session 27
Formal & Physical Sciences AI — Models & Research
EN

Reinforcement Learning 2026 - Session 27

Robust and Interpretable Machine Learning Lab
87 min
★ ★ ★ ★ ☆ 4/5
Multi-Agent Reinforcement LearningValue DecompositionQMIX
Reinforcement Learning 2026 - Session 26
Formal & Physical Sciences AI — Models & Research
EN

Reinforcement Learning 2026 - Session 26

Robust and Interpretable Machine Learning Lab
86 min
★ ★ ★ ★ ☆ 4/5
Multi-Agent Reinforcement LearningCentralized TrainingDecentralized Execution
Reinforcement Learning 2026 - Session 25
Formal & Physical Sciences AI — Models & Research
EN

Reinforcement Learning 2026 - Session 25

Robust and Interpretable Machine Learning Lab
68 min
★ ★ ★ ★ ☆ 4/5
Multi-Agent Reinforcement LearningGame TheoryNash Equilibrium
Reinforcement Learning 2026 - Session 24
Formal & Physical Sciences AI — Models & Research
EN

Reinforcement Learning 2026 - Session 24

Robust and Interpretable Machine Learning Lab
82 min
★ ★ ★ ★ ☆ 4/5
Multi-Agent Reinforcement LearningGame TheoryNash Equilibrium
Reinforcement Learning 2026 - Session 23
Formal & Physical Sciences AI — Models & Research
EN

Reinforcement Learning 2026 - Session 23

Robust and Interpretable Machine Learning Lab
84 min
★ ★ ★ ★ ☆ 4/5
Meta-LearningReinforcement LearningBlack-Box
Reinforcement Learning 2026 - Session 22
Formal & Physical Sciences AI — Models & Research
EN

Reinforcement Learning 2026 - Session 22

Robust and Interpretable Machine Learning Lab
92 min
★ ★ ★ ★ ☆ 4/5
Meta-LearningReinforcement LearningFew-Shot Learning
Reinforcement Learning 2026 - Session 21
Formal & Physical Sciences AI — Models & Research
EN

Reinforcement Learning 2026 - Session 21

Robust and Interpretable Machine Learning Lab
90 min
★ ★ ★ ★ ☆ 4/5
Offline Reinforcement LearningImplicit Q-LearningConservative Q-Learning
MLP Live session
Formal & Physical Sciences AI — Models & Research
EN

MLP Live session

Machine Learning Practice
83 min
★ ★ ★ ☆ ☆ 3/5
RegressionMachine LearningEnsemble Methods
Lec 3: Generative Vision Models
Formal & Physical Sciences AI — Models & Research
EN

Lec 3: Generative Vision Models

Prof. Arijit Sur
31 min
★ ★ ★ ★ ☆ 4/5
Generative ModelsComputer VisionVAE
Lec 2: Generative Modelling
Formal & Physical Sciences AI — Models & Research
EN

Lec 2: Generative Modelling

Prof. Arijit Sur
43 min
★ ★ ★ ★ ☆ 4/5
Génération D'imagesModèles GénératifsApprentissage Discriminatif
Lec 1: Introduction
Formal & Physical Sciences AI — Models & Research
EN

Lec 1: Introduction

Prof. Arijit Sur
37 min
★ ★ ★ ☆ ☆ 3/5
Computer VisionGenerative AIGAN
AI Models On The Edge
Applied Sciences & Engineering AI — Models & Research
EN

AI Models On The Edge

Semiconductor Engineering
10 min
★ ★ ★ ★ ☆ 4/5
Edge AINPUCompiler
Reinforcement Learning 2026 - Session 20
Formal & Physical Sciences AI — Models & Research
EN

Reinforcement Learning 2026 - Session 20

Robust and Interpretable Machine Learning Lab
92 min
★ ★ ★ ★ ☆ 4/5
Offline Reinforcement LearningQ-LearningDistribution Shift
Reinforcement Learning 2026 - Session 19
Formal & Physical Sciences AI — Models & Research
EN

Reinforcement Learning 2026 - Session 19

Robust and Interpretable Machine Learning Lab
89 min
★ ★ ★ ★ ☆ 4/5
Reinforcement LearningExplorationGo-Explore
Reinforcement Learning 2026 - Session 18
Formal & Physical Sciences AI — Models & Research
EN

Reinforcement Learning 2026 - Session 18

Robust and Interpretable Machine Learning Lab
89 min
★ ★ ★ ★ ☆ 4/5
Reinforcement LearningExplorationGo-Explore
Reinforcement Learning 2026 - Session 17
Formal & Physical Sciences AI — Models & Research
EN

Reinforcement Learning 2026 - Session 17

Robust and Interpretable Machine Learning Lab
104 min
★ ★ ★ ★ ☆ 4/5
Reinforcement LearningExplorationPseudo-Counts
Reinforcement Learning 2026 - Session 16
Formal & Physical Sciences AI — Models & Research
EN

Reinforcement Learning 2026 - Session 16

Robust and Interpretable Machine Learning Lab
86 min
★ ★ ★ ★ ☆ 4/5
Reinforcement LearningThompson SamplingBayesian Inference
Reinforcement Learning 2026 - Session 15
Formal & Physical Sciences AI — Models & Research
EN

Reinforcement Learning 2026 - Session 15

Robust and Interpretable Machine Learning Lab
84 min
★ ★ ★ ★ ☆ 4/5
Reinforcement LearningBanditsUCB
Reinforcement Learning 2026 - Session 14
Formal & Physical Sciences AI — Models & Research
EN

Reinforcement Learning 2026 - Session 14

Robust and Interpretable Machine Learning Lab
91 min
★ ★ ★ ★ ☆ 4/5
Multi-Armed BanditsReinforcement LearningExploration-Exploitation
Reinforcement Learning 2026 - Session 13
Formal & Physical Sciences AI — Models & Research
EN

Reinforcement Learning 2026 - Session 13

Robust and Interpretable Machine Learning Lab
83 min
★ ★ ★ ★ ☆ 4/5
Reinforcement LearningModel-Based RLEnsemble Learning
Reinforcement Learning 2026 - Session 12
Formal & Physical Sciences AI — Models & Research
EN

Reinforcement Learning 2026 - Session 12

Robust and Interpretable Machine Learning Lab
91 min
★ ★ ★ ★ ☆ 4/5
Reinforcement LearningModel-Based RLPlanning
Reinforcement Learning 2026 - Session 11
Formal & Physical Sciences AI — Models & Research
EN

Reinforcement Learning 2026 - Session 11

Robust and Interpretable Machine Learning Lab
93 min
★ ★ ★ ★ ☆ 4/5
Model-Based RLPlanningCross-Entropy Method