pomdp v0.99.0
Functions in pomdp
| Name | Description | |
| MDP | Define an MDP Problem | |
| write_POMDP | Read and write a POMDP Model to a File in POMDP Format | |
| reward | Calculate the Reward for a POMDP Solution | |
| simulate_POMDP | # Simulate belief points | |
| policy_graph | Extract the Policy Graph (as an igraph Object) | |
| solve_POMDP | Solve a POMDP Problem | |
| round_stochastic | Round a stochastic vector or a row-stochastic matrix | |
| Tiger | Tiger Problem POMDP Specification | |
| optimal_action | Optimal action for a belief | |
| sample_belief_space | Sample from the Belief Space | |
| plot_value_function | Plot the Value Function of a POMDP Solution | |
| transition_matrix | Extract the Transition, Observation or Reward Matrices from a POMDP | |
| update_belief | Belief Update | |
| policy | Extract the Policy from a POMDP/MDP | |
| plot_policy_graph | Visualize a POMDP Policy Graph | |
| POMDP | Define a POMDP Problem | |
| plot_belief_space | Plot a 2D or 3D Projection of the Belief Space | |
| No Results! | ||
Vignettes of pomdp
| Name | ||
| POMDP.Rmd | ||
| bibliography.bib | ||
| No Results! | ||
Details
| Contributors |
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