AIToolbox
A library that offers tools for AI problem solving.
File List
Here is a list of all files with brief descriptions:
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docs
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include
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AIToolbox
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Bandit
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Policies
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Utils
QGreedyPolicyWrapper.hpp
QSoftmaxPolicyWrapper.hpp
EpsilonPolicy.hpp
ESRLPolicy.hpp
LRPPolicy.hpp
PolicyInterface.hpp
QGreedyPolicy.hpp
QSoftmaxPolicy.hpp
RandomPolicy.hpp
SuccessiveRejectsPolicy.hpp
T3CPolicy.hpp
ThompsonSamplingPolicy.hpp
TopTwoThompsonSamplingPolicy.hpp
Experience.hpp
Model.hpp
Types.hpp
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Factored
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Bandit
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Algorithms
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Utils
GraphUtils.hpp
LocalSearch.hpp
MaxPlus.hpp
MultiObjectiveVariableElimination.hpp
ReusingIterativeLocalSearch.hpp
UCVE.hpp
VariableElimination.hpp
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Environments
MiningProblem.hpp
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Policies
EpsilonPolicy.hpp
LLRPolicy.hpp
MAUCEPolicy.hpp
PolicyInterface.hpp
QGreedyPolicy.hpp
RandomPolicy.hpp
SingleActionPolicy.hpp
ThompsonSamplingPolicy.hpp
Experience.hpp
FlattenedModel.hpp
Model.hpp
Types.hpp
TypeTraits.hpp
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MDP
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Algorithms
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Utils
CPSQueue.hpp
FactoredLP.hpp
GraphUtils.hpp
CooperativePrioritizedSweeping.hpp
CooperativeQLearning.hpp
JointActionLearner.hpp
LinearProgramming.hpp
SparseCooperativeQLearning.hpp
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Environments
SysAdmin.hpp
TigerAntelope.hpp
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Policies
BanditPolicyAdaptor.hpp
EpsilonPolicy.hpp
QGreedyPolicy.hpp
CooperativeExperience.hpp
CooperativeMaximumLikelihoodModel.hpp
CooperativeModel.hpp
CooperativeThompsonModel.hpp
Types.hpp
TypeTraits.hpp
Utils.hpp
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Utils
APSP.hpp
BayesianNetwork.hpp
Core.hpp
FactoredMatrix.hpp
FactorGraph.hpp
FasterTrie.hpp
FilterMap.hpp
GenericVariableElimination.hpp
Trie.hpp
Types.hpp
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Impl
FunctionMatching.hpp
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MDP
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Algorithms
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Utils
OffPolicyTemplate.hpp
PolicyEvaluation.hpp
Rollout.hpp
DoubleQLearning.hpp
Dyna2.hpp
DynaQ.hpp
ExpectedSARSA.hpp
HystereticQLearning.hpp
ImportanceSampling.hpp
LinearProgramming.hpp
MCTS.hpp
PolicyIteration.hpp
PrioritizedSweeping.hpp
QL.hpp
QLearning.hpp
RetraceL.hpp
RLearning.hpp
SARSA.hpp
SARSAL.hpp
TreeBackupL.hpp
ValueIteration.hpp
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Environments
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Utils
GridWorld.hpp
CliffProblem.hpp
CornerProblem.hpp
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Policies
BanditPolicyAdaptor.hpp
EpsilonPolicy.hpp
PGAAPPPolicy.hpp
Policy.hpp
PolicyInterface.hpp
PolicyWrapper.hpp
QGreedyPolicy.hpp
QPolicyInterface.hpp
QSoftmaxPolicy.hpp
RandomPolicy.hpp
WoLFPolicy.hpp
Experience.hpp
IO.hpp
MaximumLikelihoodModel.hpp
Model.hpp
SparseExperience.hpp
SparseMaximumLikelihoodModel.hpp
SparseModel.hpp
ThompsonModel.hpp
Types.hpp
TypeTraits.hpp
Utils.hpp
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POMDP
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Algorithms
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Utils
BeliefGenerator.hpp
Projecter.hpp
rPOMCPGraph.hpp
Types.hpp
AMDP.hpp
BlindStrategies.hpp
FastInformedBound.hpp
GapMin.hpp
IncrementalPruning.hpp
LinearSupport.hpp
PBVI.hpp
PERSEUS.hpp
POMCP.hpp
QMDP.hpp
rPOMCP.hpp
RTBSS.hpp
SARSOP.hpp
Witness.hpp
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Environments
ChengD35.hpp
EJS4.hpp
TigerProblem.hpp
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Policies
Policy.hpp
IO.hpp
Model.hpp
SparseModel.hpp
Types.hpp
TypeTraits.hpp
Utils.hpp
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Tools
CassandraParser.hpp
Statistics.hpp
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Utils
Adam.hpp
Combinatorics.hpp
Core.hpp
IndexMap.hpp
IO.hpp
LP.hpp
Polytope.hpp
Probability.hpp
Prune.hpp
StorageEigen.hpp
EpsilonPolicyInterface.hpp
Logging.hpp
PolicyInterface.hpp
Seeder.hpp
Types.hpp
TypeTraits.hpp
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src
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Factored
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MDP
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Environments
SysAdminUtils.hpp
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Python
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MDP
GenerativeModelPython.hpp
Utils.hpp
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test
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MDP
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Utils
OldMDPModel.hpp
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POMDP
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Utils
OldPOMDPModel.hpp
GlobalFixtures.hpp