bnelearn.tests.test_learners module

This module tests implemented learner in a ‘static’ environment.

bnelearn.tests.test_learners.set_up_environment(mechanism, batch_size: int = 262144)

bnelearn.tests.test_learners.strat_to_bidder(strategy, batch_size, player_position=0)

creates a bidder from a strategy

bnelearn.tests.test_learners.test_AESPG_learner_SGD()

Tests the standard policy gradient learner in static env. This does not test complete convergence but ‘running in the right direction’.

bnelearn.tests.test_learners.test_ES_learner_SGD()

Tests ES PG learner with SGD optimizer in static environment. This does not test complete convergence but ‘running in the right direction’.

bnelearn.tests.test_learners.test_PG_learner_SGD()

Tests the standard policy gradient learner in static env. This does not test complete convergence but ‘running in the right direction’.

bnelearn.tests.test_learners.test_PSO_learner_SGD()

Tests ES PG learner with SGD optimizer in static environment. This does not test complete convergence but ‘running in the right direction’.

bnelearn.tests.test_learners.test_static_mechanism()

Test whether the mechanism for testing the optimizers returns expected results