aima-csharp

C# implementation of algorithms from Russell And Norvig's Artificial Intelligence - A Modern Approach 3rd Edition. You can use this in conjunction with a course on AI, or for study on your own.

Index of Implemented Algorithms

Here is a table of algorithms, the figure, name of the code in the book, and the file where they are implemented in the code. This chart was made for the third edition of the book and needs to be updated for the upcoming fourth edition. Empty implementations are a good place for contributors to look for an issue. The aima-pseudocode project describes all the algorithms from the book.

Fig	Page	Name (in book)	Code
2	34	Environment	Environment
2.1	35	Agent	Agent
2.3	36	Table-Driven-Vacuum-Agent
2.7	47	Table-Driven-Agent	TableDrivenAgentProgram
2.8	48	Reflex-Vacuum-Agent	?ReflexVacuumAgent?
2.10	49	Simple-Reflex-Agent	SimpleReflexAgentProgram
2.12	51	Model-Based-Reflex-Agent	ModelBasedReflexAgentProgram
3	66	Problem
3.1	67	Simple-Problem-Solving-Agent	SimpleProblemSolvingAgent
3.2	68	Romania	SimplifiedRoadMapOfPartOfRomania
3.7	77	Tree-Search

Index of data structures

Here is a table of the implemented data structures, the figure, name of the implementation in the repository, and the file where they are implemented.

Figure	Name (in repository)	File
3.2	romania_map
4.9	vacumm_world
4.23	one_dim_state_space
6.1	australia_map
7.13	wumpus_world_inference
7.16	horn_clauses_KB
17.1	sequential_decision_environment
18.2	waiting_decision_tree