pomdp-package: pomdp: Infrastructure for Partially Observable Markov...
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pomdp-package R Documentation
pomdp: Infrastructure for Partially Observable Markov Decision Processes (POMDP)
Description
Provides the infrastructure to define and analyze the solutions of Partially Observable Markov Decision Process (POMDP) models. Interfaces for various exact and approximate solution algorithms are available including value iteration, Point-Based Value Iteration (PBVI) and Successive Approximations of the Reachable Space under Optimal Policies (SARSOP).
Key functions
Problem specification: POMDP, MDP
Solvers: solve_POMDP(), solve_MDP(), solve_SARSOP()
Author(s)
Michael Hahsler
pomdp documentation built on Sept. 9, 2023, 1:07 a.m.
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| pomdp-package | R Documentation |
pomdp: Infrastructure for Partially Observable Markov Decision Processes (POMDP)
Description
Provides the infrastructure to define and analyze the solutions of Partially Observable Markov Decision Process (POMDP) models. Interfaces for various exact and approximate solution algorithms are available including value iteration, Point-Based Value Iteration (PBVI) and Successive Approximations of the Reachable Space under Optimal Policies (SARSOP).
Key functions
Problem specification: POMDP, MDP
Solvers:
solve_POMDP(),solve_MDP(),solve_SARSOP()
Author(s)
Michael Hahsler
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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