SMPyBandits
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Contents:
SMPyBandits
SMPyBandits modules
Arms package
Environment package
Policies package
PoliciesMultiPlayers package
complete_tree_exploration_for_MP_bandits module
configuration module
configuration_comparing_aggregation_algorithms module
configuration_comparing_doubling_algorithms module
configuration_markovian module
configuration_multiplayers module
configuration_sparse module
configuration_sparse_multiplayers module
env_client module
main module
main_multiplayers module
main_multiplayers_more module
main_sparse_multiplayers module
policy_server module
How to run the code ?
List of research publications using Lilian Besson’s SMPyBandits project
Policy aggregation algorithms
Multi-players simulation environment
Doubling Trick for Multi-Armed Bandits
Structure and Sparsity of Stochastic Multi-Armed Bandits
Non-Stationary Stochastic Multi-Armed Bandits
Short documentation of the API
About parallel computations
:boom: TODO
Some illustrations for this project
Jupyter Notebooks :notebook: by Naereen @ GitHub
List of notebooks for SMPyBandits
A note on execution times, speed and profiling
UML diagrams
logs
files
SMPyBandits
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