sisl/plite.jl

PLite is a Julia-based modeling system for Markov decision processes

PLite.jl

PLite, pronounced "polite,"¹ is a Julia-based modeling system for Markov decision processes. PLite turns Julia into a modeling language, allowing the stochastic problem to be specified using simple Julia expression syntax.

Installation can be done from the Julia console as follows.

julia> Pkg.clone("https://github.com/sisl/PLite.jl")

Detailed documentation and examples for PLite.jl can be found here. A .md version of the readme can also be found in the docs directory.

Todos

Short-term

• include generic unit tests for solvers
• add support for pomdps (qmdp and fib)

Medium-term

• link with pomdps.jl

Footnotes

1: Because that's what Hao Yi, the author, aspires to be. 😐

plite.jl's Issues

Name Consistency Checks

Add a check for name consistency of state, action, observation variables