Java implementation of algorithms from Russell and Norvig's "Artificial Intelligence - A Modern Approach 4th Edition." You can use this in conjunction with a course on AI, or for study on your own. We're loooking for solid contributors to help.
NOTE: This is an in progress complete rewrite of the algorithms, leveraging JDK 8's new language features, from the AIMA3e branch (currently master branch). This will also become the new master branch once the 4th edition of "Artificial Intelligence - A Modern Approach" is published.
- Uniform-Cost-Search NoOp case and need for small constant.
- Add Bidirectional Search implementation.
- GraphPriorityQueueSearch and TreePriorityQueueSearch potentially need a better mechanism for determining state containment and removal of a node with a lower priority (i.e. AbstractQueueSearchForActions.removedNodeFromFrontierWithSameStateAndLowerPriority()).
- Recursive-Best-First-Search - look to improve/tidy up implementation.
- Add a mechanism for gathering search metrics. Want to make more flexible and introduce less clutter into the core algorithms in order to support.
- Follow up on Genetic Algorithm experiments on N-Queens problem (based on aima3e implementation) to determine if performs no better than random selection.
- Online-DFS-Agent - Clarify the need for the additional check
if (!sPrime.equals(result.get(s, a))) {, which is not present in the pseudocode but required to stop it looping endlessly on certain test problems.
- Implement version of IterativeDeepeningAlphaBetaSearch from aima3e branch in
extramodule.
- Restructure the AST for FOL to have clean parser calls.
- Auto-populate the domain while parsing in FOL.
- Add tests for all implemented algorithms.
- Add tests for all implemented algorithms.
- Add tests for all implemented algorithms.
- Environment definition: Consider specifying Dimensions in API, see pg. 42.
- Environment Simulator referenced on pg. 45 (this will be a re-factor of a lot of the environment stuff in aima3e-core).
- http://docs.oracle.com/javase/8/javase-clienttechnologies.htm
- https://bitbucket.org/controlsfx/controlsfx/overview
- http://fxexperience.com/
- https://bitbucket.org/Jerady/fontawesomefx
- http://fortawesome.github.io/Font-Awesome/get-started/
- http://www.pythontutor.com/
- https://svgsalamander.java.net/docs/use.html
- http://blog.netopyr.com/2012/03/09/creating-a-sprite-animation-with-javafx/
- http://www.mrlonee.com/?p=319
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