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Tags:
reinforcement-learning
policy-optimization
klpo
exact-moment-replay
score-centering
stratified-sampling
License:
| <testsuites name="pytest tests"><testsuite name="pytest" errors="0" failures="0" skipped="0" tests="248" time="2.031" timestamp="2026-09-21T07:27:08.561954+00:00" hostname="localhost"><testcase classname="tests.test_estimators" name="test_safe_covariance_psd_for_arbitrary_score_maps[1]" time="0.029" /><testcase classname="tests.test_estimators" name="test_safe_covariance_psd_for_arbitrary_score_maps[2]" time="0.007" /><testcase classname="tests.test_estimators" name="test_safe_covariance_psd_for_arbitrary_score_maps[4]" time="0.007" /><testcase classname="tests.test_estimators" name="test_safe_covariance_psd_for_arbitrary_score_maps[7]" time="0.007" /><testcase classname="tests.test_estimators" name="test_safe_covariance_psd_for_arbitrary_score_maps[8]" time="0.006" /><testcase classname="tests.test_estimators" name="test_safe_covariance_psd_for_arbitrary_score_maps[12]" time="0.007" /><testcase classname="tests.test_estimators" name="test_mass_support_and_reproducibility[safe]" 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name="test_streamed_gradient_oracle[False-2.0-1-exact]" time="0.003" /><testcase classname="tests.test_streaming" name="test_streamed_gradient_oracle[False-2.0-1-sampled]" time="0.002" /><testcase classname="tests.test_streaming" name="test_streamed_gradient_oracle[False-2.0-4-exact]" time="0.002" /><testcase classname="tests.test_streaming" name="test_streamed_gradient_oracle[False-2.0-4-sampled]" time="0.002" /><testcase classname="tests.test_streaming" name="test_streamed_gradient_oracle[False-2.0-20-exact]" time="0.002" /><testcase classname="tests.test_streaming" name="test_streamed_gradient_oracle[False-2.0-20-sampled]" time="0.002" /><testcase classname="tests.test_streaming" name="test_streamed_gradient_oracle[True-0.3-1-exact]" time="0.003" /><testcase classname="tests.test_streaming" name="test_streamed_gradient_oracle[True-0.3-1-sampled]" time="0.002" /><testcase classname="tests.test_streaming" name="test_streamed_gradient_oracle[True-0.3-4-exact]" time="0.002" /><testcase 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name="test_streamed_gradient_oracle[True-1.0-20-sampled]" time="0.002" /><testcase classname="tests.test_streaming" name="test_streamed_gradient_oracle[True-2.0-1-exact]" time="0.003" /><testcase classname="tests.test_streaming" name="test_streamed_gradient_oracle[True-2.0-1-sampled]" time="0.002" /><testcase classname="tests.test_streaming" name="test_streamed_gradient_oracle[True-2.0-4-exact]" time="0.003" /><testcase classname="tests.test_streaming" name="test_streamed_gradient_oracle[True-2.0-4-sampled]" time="0.002" /><testcase classname="tests.test_streaming" name="test_streamed_gradient_oracle[True-2.0-20-exact]" time="0.002" /><testcase classname="tests.test_streaming" name="test_streamed_gradient_oracle[True-2.0-20-sampled]" time="0.002" /><testcase classname="tests.test_streaming" name="test_token_loss_masked_equivalence[False]" time="0.003" /><testcase classname="tests.test_streaming" name="test_token_loss_masked_equivalence[True]" time="0.003" /><testcase classname="tests.test_streaming" name="test_gradcheck[False]" time="0.017" /><testcase classname="tests.test_streaming" name="test_gradcheck[True]" time="0.014" /><testcase classname="tests.test_streaming" name="test_measure_and_nan_validation" time="0.001" /><testcase classname="tests.test_streaming" name="test_tied_embedding_gradient" time="0.002" /><testcase classname="tests.test_training" name="test_small_bandit_reproducible_and_improves" time="0.261" /><testcase classname="tests.test_training" name="test_exact_gate_history_non_decreasing" time="0.086" /><testcase classname="tests.test_training" name="test_tiny_train_and_safe_numeric_checkpoint" time="0.025" /><testcase classname="tests.test_training" name="test_dense_selected_training_agree_short_run" time="0.043" /><testcase classname="tests.test_training" name="test_invalid_config[kw0]" time="0.000" /><testcase classname="tests.test_training" name="test_invalid_config[kw1]" time="0.000" /><testcase classname="tests.test_training" name="test_invalid_config[kw2]" time="0.000" /><testcase classname="tests.test_training" name="test_invalid_config[kw3]" time="0.000" /><testcase classname="tests.test_transactions" name="test_full_adam_and_buffer_rollback" time="0.003" /><testcase classname="tests.test_transactions" name="test_accept_persists_update" time="0.002" /><testcase classname="tests.test_transactions" name="test_exception_restores_everything_and_flags" time="0.003" /><testcase classname="tests.test_transactions" name="test_nonfinite_update_rejected_by_exception" time="0.002" /><testcase classname="tests.test_transactions" name="test_known_bounded_audit_accept_reject_and_penalty" time="0.000" /><testcase classname="tests.test_transactions" name="test_confidence_spending_survives_model_rollback" time="0.005" /><testcase classname="tests.test_transactions" name="test_invalid_audit_inputs" time="0.000" /><testcase classname="tests.test_transactions" name="test_beta_controller_is_bounded" time="0.001" /><testcase classname="tests.test_transport" name="test_affine_replay_transport_matches_direct_capture[0.7-1]" time="0.004" /><testcase classname="tests.test_transport" name="test_affine_replay_transport_matches_direct_capture[0.7-2]" time="0.003" /><testcase classname="tests.test_transport" name="test_affine_replay_transport_matches_direct_capture[0.7-5]" time="0.004" /><testcase classname="tests.test_transport" name="test_affine_replay_transport_matches_direct_capture[0.7-9]" time="0.004" /><testcase classname="tests.test_transport" name="test_affine_replay_transport_matches_direct_capture[1.8-1]" time="0.004" /><testcase classname="tests.test_transport" name="test_affine_replay_transport_matches_direct_capture[1.8-2]" time="0.003" /><testcase classname="tests.test_transport" name="test_affine_replay_transport_matches_direct_capture[1.8-5]" time="0.003" /><testcase classname="tests.test_transport" name="test_affine_replay_transport_matches_direct_capture[1.8-9]" time="0.003" /><testcase classname="tests.test_transport" name="test_new_feature_direction_refused_and_mutation_refused" time="0.002" /></testsuite></testsuites> |