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

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

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https://github.com/bumblebeem/aima-java#aima3e-java-jdk-7-
Norvighttp://www.norvig.com/
Russell'shttp://www.cs.berkeley.edu/~russell/
Artificial Intelligence - A Modern Approach 3rd Editionhttp://aima.cs.berkeley.edu/
https://github.com/bumblebeem/aima-java#getting-started-links
Overview of Projecthttps://github.com/aima-java/aima-java/wiki/AIMA3e-Overview
Setting up your own workspacehttps://github.com/aima-java/aima-java/wiki/AIMA3e-Workspace-Setup
Demo Applications that can be run from your browserhttp://aima-java.github.io/aima-java/aima3e/aima3ejavademos.html
Javadoc for the aima-core projecthttp://aima-java.github.io/aima-java/aima3e/javadoc/aima-core/index.html
Download the latest official version = 1.8.1 (Mar 15 2015)https://github.com/aima-java/aima-java/releases/tag/aima3e-v1.8.1
https://github.com/bumblebeem/aima-java#index-of-implemented-algorithms
Environmenthttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/agent/Environment.java
Agenthttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/agent/Agent.java
TableDrivenVacuumAgenthttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/environment/vacuum/TableDrivenVacuumAgent.java
TableDrivenAgentProgramhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/agent/impl/aprog/TableDrivenAgentProgram.java
ReflexVacuumAgenthttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/environment/vacuum/ReflexVacuumAgent.java
SimpleReflexAgentProgramhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/agent/impl/aprog/SimpleReflexAgentProgram.java
ModelBasedReflexAgentProgramhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/agent/impl/aprog/ModelBasedReflexAgentProgram.java
Problemhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/framework/Problem.java
SimpleProblemSolvingAgenthttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/framework/SimpleProblemSolvingAgent.java
SimplifiedRoadMapOfPartOfRomaniahttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/environment/map/SimplifiedRoadMapOfPartOfRomania.java
TreeSearchhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/framework/TreeSearch.java
GraphSearchhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/framework/GraphSearch.java
Nodehttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/framework/Node.java
Queuehttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/util/datastructure/Queue.java
BreadthFirstSearchhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/uninformed/BreadthFirstSearch.java
UniformCostSearchhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/uninformed/UniformCostSearch.java
DepthFirstSearchhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/uninformed/DepthFirstSearch.java
DepthLimitedSearchhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/uninformed/DepthLimitedSearch.java
IterativeDeepeningSearchhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/uninformed/IterativeDeepeningSearch.java
BidirectionalSearchhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/uninformed/BidirectionalSearch.java
BestFirstSearchhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/informed/BestFirstSearch.java
GreedyBestFirstSearchhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/informed/GreedyBestFirstSearch.java
AStarSearchhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/informed/AStarSearch.java
RecursiveBestFirstSearchhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/informed/RecursiveBestFirstSearch.java
HillClimbingSearchhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/local/HillClimbingSearch.java
SimulatedAnnealingSearchhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/local/SimulatedAnnealingSearch.java
GeneticAlgorithmhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/local/GeneticAlgorithm.java
AndOrSearchhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/nondeterministic/AndOrSearch.java
OnlineSearchProblemhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/online/OnlineSearchProblem.java
OnlineDFSAgenthttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/online/OnlineDFSAgent.java
LRTAStarAgenthttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/online/LRTAStarAgent.java
MinimaxSearchhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/adversarial/MinimaxSearch.java
AlphaBetaSearchhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/adversarial/AlphaBetaSearch.java
CSPhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/csp/CSP.java
MapCSPhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/csp/MapCSP.java
AC3Strategyhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/csp/AC3Strategy.java
BacktrackingStrategyhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/csp/BacktrackingStrategy.java
MinConflictsStrategyhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/search/csp/MinConflictsStrategy.java
KnowledgeBasehttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/propositional/kb/KnowledgeBase.java
KBAgenthttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/propositional/agent/KBAgent.java
Sentencehttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/propositional/parsing/ast/Sentence.java
TTEntailshttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/propositional/inference/TTEntails.java
ConvertToCNFhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/propositional/visitors/ConvertToCNF.java
PLResolutionhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/propositional/inference/PLResolution.java
PLFCEntailshttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/propositional/inference/PLFCEntails.java
DPLLSatisfiablehttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/propositional/inference/DPLLSatisfiable.java
WalkSAThttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/propositional/inference/WalkSAT.java
HybridWumpusAgenthttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/environment/wumpusworld/HybridWumpusAgent.java
SATPlanhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/propositional/inference/SATPlan.java
SubstVisitorhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/fol/SubstVisitor.java
Unifierhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/fol/Unifier.java
FOLFCAskhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/fol/inference/FOLFCAsk.java
FOLBCAskhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/fol/inference/FOLBCAsk.java
CNFConverterhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/fol/CNFConverter.java
FOLTFMResolutionhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/fol/inference/FOLTFMResolution.java
Demodulationhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/fol/inference/Demodulation.java
Paramodulationhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/fol/inference/Paramodulation.java
SubsumptionEliminationhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/logic/fol/SubsumptionElimination.java
ProbabilityModelhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/probability/ProbabilityModel.java
ProbabilityDistributionhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/probability/ProbabilityDistribution.java
FullJointDistributionModelhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/probability/full/FullJointDistributionModel.java
BayesianNetworkhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/probability/bayes/BayesianNetwork.java
EnumerationAskhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/probability/bayes/exact/EnumerationAsk.java
EliminationAskhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/probability/bayes/exact/EliminationAsk.java
PriorSamplehttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/probability/bayes/approx/PriorSample.java
RejectionSamplinghttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/probability/bayes/approx/RejectionSampling.java
LikelihoodWeightinghttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/probability/bayes/approx/LikelihoodWeighting.java
GibbsAskhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/probability/bayes/approx/GibbsAsk.java
ForwardBackwardhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/probability/temporal/generic/ForwardBackward.java
HiddenMarkovModelhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/probability/hmm/HiddenMarkovModel.java
FixedLagSmoothinghttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/probability/hmm/exact/FixedLagSmoothing.java
DynamicBayesianNetworkhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/probability/bayes/DynamicBayesianNetwork.java
ParticleFilteringhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/probability/bayes/approx/ParticleFiltering.java
MarkovDecisionProcesshttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/probability/mdp/MarkovDecisionProcess.java
ValueIterationhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/probability/mdp/search/ValueIteration.java
PolicyIterationhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/probability/mdp/search/PolicyIteration.java
DecisionTreeLearnerhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/learning/learners/DecisionTreeLearner.java
DecisionListLearnerhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/learning/learners/DecisionListLearner.java
BackPropLearninghttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/learning/neural/BackPropLearning.java
AdaBoostLearnerhttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/learning/learners/AdaBoostLearner.java
PassiveADPAgenthttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/learning/reinforcement/agent/PassiveADPAgent.java
PassiveTDAgenthttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/learning/reinforcement/agent/PassiveTDAgent.java
QLearningAgenthttps://github.com/aima-java/aima-java/blob/AIMA3e/aima-core/src/main/java/aima/core/learning/reinforcement/agent/QLearningAgent.java
Readme https://github.com/bumblebeem/aima-java#readme-ov-file
MIT license https://github.com/bumblebeem/aima-java#MIT-1-ov-file
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