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Title: GitHub - aimacode/aima-java: Java implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

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Description: Java implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach" - aimacode/aima-java

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https://github.com/aima-java/aima-java#aima3e-java-jdk-8--
Russellhttp://www.cs.berkeley.edu/~russell/
Norvig'shttp://www.norvig.com/
Artificial Intelligence - A Modern Approach 3rd Editionhttp://aima.cs.berkeley.edu/
solid contributorshttps://github.com/aimacode/aima-java/wiki/AIMAJava-Contributing
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Overview of Projecthttps://github.com/aimacode/aima-java/wiki/AIMA3e-Overview
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Demo Applications that can be run from your browser (unfortunately not up to date)http://aimacode.github.io/aima-java/aima3e/aima3ejavademos.html
Javadoc for the aima-core project (outdated)http://aimacode.github.io/aima-java/aima3e/javadoc/aima-core/index.html
Download the latest official (but outdated) version = 1.9.1 (Dec 18 2016)https://github.com/aimacode/aima-java/releases/tag/aima3e-v1.9.1
https://github.com/aima-java/aima-java#index-of-implemented-algorithms
Environmenthttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/agent/Environment.java
Agenthttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/agent/Agent.java
TableDrivenVacuumAgenthttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/environment/vacuum/TableDrivenVacuumAgent.java
TableDrivenAgentProgramhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/agent/impl/aprog/TableDrivenAgentProgram.java
ReflexVacuumAgenthttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/environment/vacuum/ReflexVacuumAgent.java
SimpleReflexAgentProgramhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/agent/impl/aprog/SimpleReflexAgentProgram.java
ModelBasedReflexAgentProgramhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/agent/impl/aprog/ModelBasedReflexAgentProgram.java
Problemhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/framework/problem/Problem.java
SimpleProblemSolvingAgenthttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/agent/SimpleProblemSolvingAgent.java
SimplifiedRoadMapOfRomaniahttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/environment/map/SimplifiedRoadMapOfRomania.java
TreeSearchhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/framework/qsearch/TreeSearch.java
GraphSearchhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/framework/qsearch/GraphSearch4e.java
Nodehttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/framework/Node.java
BreadthFirstSearchhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/uninformed/BreadthFirstSearch.java
UniformCostSearchhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/uninformed/UniformCostSearch.java
DepthFirstSearchhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/uninformed/DepthFirstSearch.java
DepthLimitedSearchhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/uninformed/DepthLimitedSearch.java
IterativeDeepeningSearchhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/uninformed/IterativeDeepeningSearch.java
BidirectionalSearchhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/framework/qsearch/BidirectionalSearch.java
BestFirstSearchhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/informed/BestFirstSearch.java
GreedyBestFirstSearchhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/informed/GreedyBestFirstSearch.java
AStarSearchhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/informed/AStarSearch.java
RecursiveBestFirstSearchhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/informed/RecursiveBestFirstSearch.java
HillClimbingSearchhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/local/HillClimbingSearch.java
SimulatedAnnealingSearchhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/local/SimulatedAnnealingSearch.java
GeneticAlgorithmhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/local/GeneticAlgorithm.java
AndOrSearchhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/nondeterministic/AndOrSearch.java
OnlineSearchProblemhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/framework/problem/OnlineSearchProblem.java
OnlineDFSAgenthttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/online/OnlineDFSAgent.java
LRTAStarAgenthttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/online/LRTAStarAgent.java
MinimaxSearchhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/adversarial/MinimaxSearch.java
AlphaBetaSearchhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/adversarial/AlphaBetaSearch.java
CSPhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/csp/CSP.java
MapCSPhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/csp/examples/MapCSP.java
AC3Strategyhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/csp/solver/inference/AC3Strategy.java
AbstractBacktrackingSolverhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/csp/solver/AbstractBacktrackingSolver.java
MinConflictsSolverhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/csp/solver/MinConflictsSolver.java
TreeCspSolverhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/csp/solver/TreeCspSolver.java
KnowledgeBasehttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/propositional/kb/KnowledgeBase.java
KBAgenthttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/propositional/agent/KBAgent.java
Sentencehttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/propositional/parsing/ast/Sentence.java
TTEntailshttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/propositional/inference/TTEntails.java
ConvertToCNFhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/propositional/transformations/ConvertToCNF.java
PLResolutionhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/propositional/inference/PLResolution.java
PLFCEntailshttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/propositional/inference/PLFCEntails.java
DPLLSatisfiablehttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/propositional/inference/DPLLSatisfiable.java
WalkSAThttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/propositional/inference/WalkSAT.java
HybridWumpusAgenthttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/environment/wumpusworld/HybridWumpusAgent.java
SATPlanhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/propositional/inference/SATPlan.java
SubstVisitorhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/fol/SubstVisitor.java
Unifierhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/fol/Unifier.java
FOLFCAskhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/fol/inference/FOLFCAsk.java
FOLBCAskhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/fol/inference/FOLBCAsk.java
CNFConverterhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/fol/CNFConverter.java
FOLTFMResolutionhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/fol/inference/FOLTFMResolution.java
Demodulationhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/fol/inference/Demodulation.java
Paramodulationhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/fol/inference/Paramodulation.java
SubsumptionEliminationhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/fol/SubsumptionElimination.java
GraphPlanhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/planning/GraphPlanAlgorithm.java
HierarchicalSearchAlgorithmhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/planning/hierarchicalsearch/HierarchicalSearchAlgorithm.java
DT-Agenthttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/agent/DTAgent.java
ProbabilityModelhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/probability/ProbabilityModel.java
ProbabilityDistributionhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/probability/ProbabilityDistribution.java
FullJointDistributionModelhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/probability/full/FullJointDistributionModel.java
BayesianNetworkhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/probability/bayes/BayesianNetwork.java
EnumerationAskhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/probability/bayes/exact/EnumerationAsk.java
EliminationAskhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/probability/bayes/exact/EliminationAsk.java
PriorSamplehttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/probability/bayes/approx/PriorSample.java
RejectionSamplinghttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/probability/bayes/approx/RejectionSampling.java
LikelihoodWeightinghttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/probability/bayes/approx/LikelihoodWeighting.java
GibbsAskhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/probability/bayes/approx/GibbsAsk.java
ForwardBackwardhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/probability/temporal/generic/ForwardBackward.java
HiddenMarkovModelhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/probability/hmm/HiddenMarkovModel.java
FixedLagSmoothinghttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/probability/hmm/exact/FixedLagSmoothing.java
DynamicBayesianNetworkhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/probability/bayes/DynamicBayesianNetwork.java
ParticleFilteringhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/probability/bayes/approx/ParticleFiltering.java
InformationGatheringAgenthttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/probability/InformationGatheringAgent.java
MarkovDecisionProcesshttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/probability/mdp/MarkovDecisionProcess.java
ValueIterationhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/probability/mdp/search/ValueIteration.java
PolicyIterationhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/probability/mdp/search/PolicyIteration.java
POMDPValueIterationhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/probability/mdp/search/POMDPValueIteration.java
DecisionTreeLearnerhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/learning/learners/DecisionTreeLearner.java
CrossValidationhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/learning/inductive/CrossValidation.java
DecisionListLearnerhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/learning/learners/DecisionListLearner.java
BackPropLearninghttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/learning/neural/BackPropLearning.java
AdaBoostLearnerhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/learning/learners/AdaBoostLearner.java
CurrentBestLearninghttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/learning/knowledge/CurrentBestLearning.java
VersionSpaceLearninghttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/learning/knowledge/VersionSpaceLearning.java
MinimalConsistentDethttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/learning/knowledge/MinimalConsistentDet.java
FOILhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/learning/knowledge/FOIL.java
PassiveADPAgenthttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/learning/reinforcement/agent/PassiveADPAgent.java
PassiveTDAgenthttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/learning/reinforcement/agent/PassiveTDAgent.java
QLearningAgenthttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/learning/reinforcement/agent/QLearningAgent.java
HITShttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/nlp/ranking/HITS.java
CYKhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/nlp/parsing/CYK.java
MonteCarloLocalizationhttps://github.com/aimacode/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/robotics/MonteCarloLocalization.java
https://github.com/aima-java/aima-java#index-of-implemented-notebooks
Solving Problems by Searchinghttps://github.com/aimacode/aima-java/blob/AIMA3e/notebooks/ClassicalSearch.ipynb
Constraint Satisfaction Problemshttps://github.com/aimacode/aima-java/blob/AIMA3e/notebooks/ProbabilisticReasoning.ipynb
Knowledge Representationhttps://github.com/aimacode/aima-java/blob/AIMA3e/notebooks/KnowledgeRepresentation.ipynb
Quantifying Uncertaintyhttps://github.com/aimacode/aima-java/blob/AIMA3e/notebooks/QuantifyingUncertainty.ipynb
Probabilistic Reasoninghttps://github.com/aimacode/aima-java/blob/AIMA3e/notebooks/ProbabilisticReasoning.ipynb
https://github.com/aima-java/aima-java#----indicates-algorithms-yet-to-be-implemented
https://github.com/aima-java/aima-java#index-of-data-structures
Readme https://github.com/aima-java/aima-java#readme-ov-file
MIT license https://github.com/aima-java/aima-java#MIT-1-ov-file
Contributing https://github.com/aima-java/aima-java#contributing-ov-file
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Activityhttps://github.com/aimacode/aima-java/activity
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1.6k starshttps://github.com/aimacode/aima-java/stargazers
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Releases 3https://github.com/aimacode/aima-java/releases
1.9.1 Search API Improvements, JavaFX added, and Chapters 22, 23, and 25 implemented Latest Dec 18, 2016 https://github.com/aimacode/aima-java/releases/tag/aima3e-v1.9.1
+ 2 releaseshttps://github.com/aimacode/aima-java/releases
Packages 0https://github.com/orgs/aimacode/packages?repo_name=aima-java
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Contributors 28https://github.com/aimacode/aima-java/graphs/contributors
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https://github.com/epidemia
https://github.com/JaeDukSeo
https://github.com/adityaa30
https://github.com/manuel-delverme
https://github.com/sebkur
+ 14 contributorshttps://github.com/aimacode/aima-java/graphs/contributors
Java 86.4% https://github.com/aimacode/aima-java/search?l=java
Jupyter Notebook 13.6% https://github.com/aimacode/aima-java/search?l=jupyter-notebook
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