├── .gitignore ├── .travis.yml ├── 01-Introduction.ipynb ├── 02-ProbabilisticRepresentations.ipynb ├── 03-Inference.ipynb ├── 04-ParameterLearning.ipynb ├── 05-StructureLearning.ipynb ├── 06-DecisionNetworks.ipynb ├── 07-Games.ipynb ├── 08-MarkovDecisionProcesses.ipynb ├── 09-ApproximateDynamicProgramming.ipynb ├── 10-ExplorationExploitation.ipynb ├── 11-ModelBasedReinforcementLearning.ipynb ├── 12-ModelFreeReinforcementLearning.ipynb ├── 13-StateUncertainty.ipynb ├── 14-ExactPOMDPMethods.ipynb ├── 15-OfflinePOMDPMethods.ipynb ├── 16-OnlinePOMDPMethods.ipynb ├── POMDPs-jl-demo.ipynb ├── Project.toml ├── README.md ├── alpha_plots.jl ├── baby.jl ├── bandits.jl ├── gridworld.jl ├── helpers.jl ├── install.jl ├── rl.jl └── runtests.jl /.gitignore: -------------------------------------------------------------------------------- 1 | .ipynb_checkpoints/ 2 | *.DS_Store 3 | tmp* 4 | -------------------------------------------------------------------------------- /.travis.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sisl/aa228-notebook/HEAD/.travis.yml -------------------------------------------------------------------------------- /01-Introduction.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sisl/aa228-notebook/HEAD/01-Introduction.ipynb -------------------------------------------------------------------------------- /02-ProbabilisticRepresentations.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sisl/aa228-notebook/HEAD/02-ProbabilisticRepresentations.ipynb -------------------------------------------------------------------------------- /03-Inference.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sisl/aa228-notebook/HEAD/03-Inference.ipynb -------------------------------------------------------------------------------- /04-ParameterLearning.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sisl/aa228-notebook/HEAD/04-ParameterLearning.ipynb -------------------------------------------------------------------------------- /05-StructureLearning.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sisl/aa228-notebook/HEAD/05-StructureLearning.ipynb -------------------------------------------------------------------------------- /06-DecisionNetworks.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sisl/aa228-notebook/HEAD/06-DecisionNetworks.ipynb -------------------------------------------------------------------------------- /07-Games.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sisl/aa228-notebook/HEAD/07-Games.ipynb -------------------------------------------------------------------------------- /08-MarkovDecisionProcesses.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sisl/aa228-notebook/HEAD/08-MarkovDecisionProcesses.ipynb -------------------------------------------------------------------------------- /09-ApproximateDynamicProgramming.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sisl/aa228-notebook/HEAD/09-ApproximateDynamicProgramming.ipynb -------------------------------------------------------------------------------- /10-ExplorationExploitation.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sisl/aa228-notebook/HEAD/10-ExplorationExploitation.ipynb -------------------------------------------------------------------------------- /11-ModelBasedReinforcementLearning.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sisl/aa228-notebook/HEAD/11-ModelBasedReinforcementLearning.ipynb -------------------------------------------------------------------------------- /12-ModelFreeReinforcementLearning.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sisl/aa228-notebook/HEAD/12-ModelFreeReinforcementLearning.ipynb -------------------------------------------------------------------------------- /13-StateUncertainty.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sisl/aa228-notebook/HEAD/13-StateUncertainty.ipynb -------------------------------------------------------------------------------- /14-ExactPOMDPMethods.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sisl/aa228-notebook/HEAD/14-ExactPOMDPMethods.ipynb -------------------------------------------------------------------------------- /15-OfflinePOMDPMethods.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sisl/aa228-notebook/HEAD/15-OfflinePOMDPMethods.ipynb -------------------------------------------------------------------------------- /16-OnlinePOMDPMethods.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sisl/aa228-notebook/HEAD/16-OnlinePOMDPMethods.ipynb -------------------------------------------------------------------------------- /POMDPs-jl-demo.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sisl/aa228-notebook/HEAD/POMDPs-jl-demo.ipynb -------------------------------------------------------------------------------- /Project.toml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sisl/aa228-notebook/HEAD/Project.toml -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sisl/aa228-notebook/HEAD/README.md -------------------------------------------------------------------------------- /alpha_plots.jl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sisl/aa228-notebook/HEAD/alpha_plots.jl -------------------------------------------------------------------------------- /baby.jl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sisl/aa228-notebook/HEAD/baby.jl -------------------------------------------------------------------------------- /bandits.jl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sisl/aa228-notebook/HEAD/bandits.jl -------------------------------------------------------------------------------- /gridworld.jl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sisl/aa228-notebook/HEAD/gridworld.jl -------------------------------------------------------------------------------- /helpers.jl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sisl/aa228-notebook/HEAD/helpers.jl -------------------------------------------------------------------------------- /install.jl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sisl/aa228-notebook/HEAD/install.jl -------------------------------------------------------------------------------- /rl.jl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sisl/aa228-notebook/HEAD/rl.jl -------------------------------------------------------------------------------- /runtests.jl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sisl/aa228-notebook/HEAD/runtests.jl --------------------------------------------------------------------------------