GitHub - wavelets/aa228-notebook: IJulia notebooks for AA228/CS238 Decision Making Under Uncertainty course at Stanford University

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aa228-notebook

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IJulia notebooks for AA228/CS238 Decision Making Under Uncertainty course at Stanford University

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Name		Name	Last commit message	Last commit date
01-Introduction.ipynb		01-Introduction.ipynb
02-ProbabilisticRepresentations.ipynb		02-ProbabilisticRepresentations.ipynb
03-Inference.ipynb		03-Inference.ipynb
04-ParameterLearning.ipynb		04-ParameterLearning.ipynb
05-StructureLearning.ipynb		05-StructureLearning.ipynb
06-DecisionNetworks.ipynb		06-DecisionNetworks.ipynb
07-Games.ipynb		07-Games.ipynb
08-MarkovDecisionProcesses.ipynb		08-MarkovDecisionProcesses.ipynb
09-ApproximateDynamicProgramming.ipynb		09-ApproximateDynamicProgramming.ipynb
10-ExplorationExploitation.ipynb		10-ExplorationExploitation.ipynb
11-ModelBasedReinforcementLearning.ipynb		11-ModelBasedReinforcementLearning.ipynb
12-ModelFreeReinforcementLearning.ipynb		12-ModelFreeReinforcementLearning.ipynb
13-StateUncertainty.ipynb		13-StateUncertainty.ipynb
14-ExactPOMDPMethods.ipynb		14-ExactPOMDPMethods.ipynb
15-OfflinePOMDPMethods.ipynb		15-OfflinePOMDPMethods.ipynb
16-OnlinePOMDPMethods.ipynb		16-OnlinePOMDPMethods.ipynb
MDPs.jl		MDPs.jl
bandits.jl		bandits.jl
gridworld.jl		gridworld.jl
helpers.jl		helpers.jl
rl.jl		rl.jl

IJulia notebooks for AA228/CS238 Decision Making Under Uncertainty course at Stanford University

5 stars

3 watching