ICAPS 2024 Tutorial on Scikit-Decide

Notebooks

Notebook I - Solving control problems with reinforcement learning, and genetic programming solvers: Open In Colab Github HTML

Notebook II - Solving scheduling problems with constraint programming, operation research, and reinforcement learning solvers: Open In Colab Github HTML

Notebook III - Solving PDDL problems with classical planning, and reinforcement learning solvers: Open In Colab Github HTML

Notebook IV - Implementing a scikit-decide domain for RDDL problems: Open In Colab Github HTML

Notebook V - Implementing a scikit-decide solver embedding the JaxPlan and GurobiPlan planners and solving RDDL-based scikit-decide domains: Open In Colab Github HTML