constrained_batch_policy_learning

*Note: Use the --headless flag if using a server without a display.

Otherwise, to run the main algorithm:

pip install pipenv
pipenv install
pipenv run python run.py -env car --headless

or, for lake,

pipenv run python run.py -env lake --headless

Name		Name	Last commit message	Last commit date
Latest commit History 198 Commits
experimental_results		experimental_results
experimental_results_car		experimental_results_car
models		models
seed_2_data		seed_2_data
tests		tests
DQN.py		DQN.py
Pipfile		Pipfile
README.md		README.md
car_constraint_values_wo_band.png		car_constraint_values_wo_band.png
car_main_value.png		car_main_value.png
car_main_value_wo_band.png		car_main_value_wo_band.png
car_racing.py		car_racing.py
config_car.py		config_car.py
config_lake.py		config_lake.py
env_dqns.py		env_dqns.py
env_nn.py		env_nn.py
exact_policy_evaluation.py		exact_policy_evaluation.py
exponentiated_gradient.py		exponentiated_gradient.py
fitted_algo.py		fitted_algo.py
fitted_off_policy_evaluation.py		fitted_off_policy_evaluation.py
fittedq.py		fittedq.py
fixed_policy.py		fixed_policy.py
fqe_quality_test.py		fqe_quality_test.py
fqe_quality_test_generalization.py		fqe_quality_test_generalization.py
fqi_grid_search.py		fqi_grid_search.py
fqi_seed_2_new.py		fqi_seed_2_new.py
frozen_lake.py		frozen_lake.py
inverse_propensity_scoring.py		inverse_propensity_scoring.py
lake_primal_dual_gap.png		lake_primal_dual_gap.png
lake_values.png		lake_values.png
lake_values_wo_band.png		lake_values_wo_band.png
layer_visualizer.py		layer_visualizer.py
mdp_approximator.py		mdp_approximator.py
model.py		model.py
neural_network.py		neural_network.py
optimization_problem.py		optimization_problem.py
pi_old_car_cnn_main.hdf5		pi_old_car_cnn_main.hdf5
play_car_racing.py		play_car_racing.py
plot_fqe_quality_test.py		plot_fqe_quality_test.py
plot_grid_search.py		plot_grid_search.py
plot_policy_improvement.py		plot_policy_improvement.py
plot_policy_improvement_v2.py		plot_policy_improvement_v2.py
plot_results.py		plot_results.py
print_policy.py		print_policy.py
replay_buffer.py		replay_buffer.py
run.py		run.py
stochastic_policy.py		stochastic_policy.py
thread_safe.py		thread_safe.py
value_function.py		value_function.py

stjordanis/constrained_batch_policy_learning

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