Robust and Interpretable Machine Learning Lab

@rimllab

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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
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
Reinforcement Learning 2026 - Session 9
Formal & Physical Sciences AI — Models & Research
EN

Reinforcement Learning 2026 - Session 9

Robust and Interpretable Machine Learning Lab
86 min
★ ★ ★ ★ ☆ 4/5
Reinforcement LearningPolicy GradientVariance Reduction
Reinforcement Learning 2026 - Session 8
Formal & Physical Sciences AI — Models & Research
EN

Reinforcement Learning 2026 - Session 8

Robust and Interpretable Machine Learning Lab
92 min
★ ★ ★ ★ ☆ 4/5
Reinforcement LearningDouble DQNQ-Learning
Reinforcement Learning 2026 - Session 7
Formal & Physical Sciences AI — Models & Research
EN

Reinforcement Learning 2026 - Session 7

Robust and Interpretable Machine Learning Lab
92 min
★ ★ ★ ★ ☆ 4/5
Reinforcement LearningDouble DQNQ-Learning
Reinforcement Learning 2026 - Session 6
Formal & Physical Sciences AI — Models & Research
EN

Reinforcement Learning 2026 - Session 6

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

Reinforcement Learning 2026 - Session 5

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

Reinforcement Learning 2026 - Session 4

Robust and Interpretable Machine Learning Lab
87 min
★ ★ ★ ★ ☆ 4/5
Reinforcement LearningMonte CarloValue Function
Reinforcement Learning 2026 - Session 3
Formal & Physical Sciences AI — Models & Research
EN

Reinforcement Learning 2026 - Session 3

Robust and Interpretable Machine Learning Lab
87 min
★ ★ ★ ★ ☆ 4/5
Reinforcement LearningValue FunctionBellman Equation
Reinforcement Learning 2026 - Session 10
Formal & Physical Sciences AI — Models & Research
EN

Reinforcement Learning 2026 - Session 10

Robust and Interpretable Machine Learning Lab
86 min
★ ★ ★ ★ ☆ 4/5
Reinforcement LearningPolicy GradientVariance Reduction
Reinforcement Learning 2026 - Session 2
Formal & Physical Sciences AI — Models & Research
EN

Reinforcement Learning 2026 - Session 2

Robust and Interpretable Machine Learning Lab
84 min
★ ★ ★ ★ ☆ 4/5
Reinforcement LearningImitation LearningInverse RL
Reinforcement Learning 2026 - Session 1
Formal & Physical Sciences AI — Models & Research
EN

Reinforcement Learning 2026 - Session 1

Robust and Interpretable Machine Learning Lab
87 min
★ ★ ★ ★ ☆ 4/5
Reinforcement LearningMachine LearningPolicy Optimization
High dimensional statistics - session 27
Formal & Physical Sciences Mathematics
EN

High dimensional statistics - session 27

Robust and Interpretable Machine Learning Lab
77 min
★ ★ ★ ★ ☆ 4/5
High-Dimensional StatisticsM-EstimationRestricted Strong Convexity
High dimensional statistics - session 26
Formal & Physical Sciences Mathematics
EN

High dimensional statistics - session 26

Robust and Interpretable Machine Learning Lab
99 min
★ ★ ★ ★ ☆ 4/5
High-Dimensional StatisticsRegularizationConsistency
High dimensional statistics - session 25
Formal & Physical Sciences Mathematics
EN

High dimensional statistics - session 25

Robust and Interpretable Machine Learning Lab
107 min
★ ★ ★ ★ ☆ 4/5
M-EstimatorsHigh-Dimensional StatisticsRegularization
High dimensional statistics - session 24
Formal & Physical Sciences Mathematics
EN

High dimensional statistics - session 24

Robust and Interpretable Machine Learning Lab
90 min
★ ★ ★ ★ ☆ 4/5
High-Dimensional StatisticsCovariance EstimationSparsity
High dimensional statistics - session 23
Formal & Physical Sciences Mathematics
EN

High dimensional statistics - session 23

Robust and Interpretable Machine Learning Lab
82 min
★ ★ ★ ★ ☆ 4/5
High-Dimensional StatisticsCovariance MatrixConcentration Inequality
High dimensional statistics - session 22
Formal & Physical Sciences Mathematics
EN

High dimensional statistics - session 22

Robust and Interpretable Machine Learning Lab
84 min
★ ★ ★ ★ ☆ 4/5
High-Dimensional StatisticsSudakov-Fernique InequalityGaussian Processes
High dimensional statistics - session 21
Formal & Physical Sciences Mathematics
EN

High dimensional statistics - session 21

Robust and Interpretable Machine Learning Lab
88 min
★ ★ ★ ★ ☆ 4/5
High-Dimensional StatisticsSudakov-FerniqueGaussian Processes
High dimensional statistics - session 20
Formal & Physical Sciences Mathematics
EN

High dimensional statistics - session 20

Robust and Interpretable Machine Learning Lab
86 min
★ ★ ★ ★ ☆ 4/5
High-Dimensional StatisticsCovariance EstimationRandom Matrix Theory
High dimensional statistics - session 19
Formal & Physical Sciences Mathematics
EN

High dimensional statistics - session 19

Robust and Interpretable Machine Learning Lab
82 min
★ ★ ★ ★ ☆ 4/5
High-Dimensional StatisticsSparse RecoveryFano's Inequality
High dimensional statistics - session 18
Formal & Physical Sciences Mathematics
EN

High dimensional statistics - session 18

Robust and Interpretable Machine Learning Lab
84 min
★ ★ ★ ★ ☆ 4/5
High-Dimensional StatisticsMinimax Lower BoundsFano's Inequality
High dimensional statistics - session 17
Formal & Physical Sciences Mathematics
EN

High dimensional statistics - session 17

Robust and Interpretable Machine Learning Lab
86 min
★ ★ ★ ★ ☆ 4/5
Fano's InequalityHigh-Dimensional StatisticsInformation Theory