Markov Decision Process (MDP) Toolbox for Matlab. This toolbox supports value and policy iteration for discrete MDPs, and includes some grid-world examples from the textbooks by Sutton and Barto, and Russell and Norvig. It does not implement reinforcement learning or POMDPs. For a very similar package, see INRA’s matlab MDP toolbox.
Keywords for this software
References in zbMATH (referenced in 2 articles )
Showing results 1 to 2 of 2.
- Juan F. Pérez; Daniel F. Silva; Julio C. Góez; Andrés Sarmiento; Andrés Sarmiento-Romero; Raha Akhavan-Tabatabaei; Germán Riaño: Algorithm 972: jMarkov: An Integrated Framework for Markov Chain Modeling (2017)
- Carbone, Andrea; Finzi, Alberto; Orlandini, Andrea; Pirri, Fiora: Model-based control architecture for attentive robots in rescue scenarios. (2008) ioport