citylearn.agents package

Submodules

• citylearn.agents.base module
  • Agent
    • Agent.action_dimension
    • Agent.action_names
    • Agent.action_space
    • Agent.actions
    • Agent.building_metadata
    • Agent.env
    • Agent.episode_time_steps
    • Agent.learn()
    • Agent.next_time_step()
    • Agent.observation_names
    • Agent.observation_space
    • Agent.predict()
    • Agent.reset()
    • Agent.update()
  • BaselineAgent
    • BaselineAgent.env
    • BaselineAgent.predict()
• citylearn.agents.marlisa module
  • MARLISA
    • MARLISA.batch_size
    • MARLISA.coordination_variables_history
    • MARLISA.get_encoded_regression_targets()
    • MARLISA.get_encoded_regression_variables()
    • MARLISA.get_exploration_prediction()
    • MARLISA.get_exploration_prediction_with_information_sharing()
    • MARLISA.get_exploration_prediction_without_information_sharing()
    • MARLISA.get_post_exploration_prediction()
    • MARLISA.get_post_exploration_prediction_with_information_sharing()
    • MARLISA.get_post_exploration_prediction_without_information_sharing()
    • MARLISA.get_regression_variables()
    • MARLISA.hidden_dimension
    • MARLISA.information_sharing
    • MARLISA.iterations
    • MARLISA.pca_compression
    • MARLISA.predict_demand()
    • MARLISA.regression_buffer_capacity
    • MARLISA.regression_frequency
    • MARLISA.reset()
    • MARLISA.set_energy_coefficients()
    • MARLISA.set_networks()
    • MARLISA.set_pca()
    • MARLISA.set_regression_encoders()
    • MARLISA.start_regression_time_step
    • MARLISA.update()
  • MARLISARBC
    • MARLISARBC.get_exploration_prediction_without_information_sharing()
• citylearn.agents.q_learning module
  • TabularQLearning
    • TabularQLearning.predict()
    • TabularQLearning.update()
• citylearn.agents.rbc module
  • BasicBatteryRBC
    • BasicBatteryRBC.action_map
  • BasicRBC
    • BasicRBC.action_map
  • HourRBC
    • HourRBC.action_map
    • HourRBC.predict()
  • OptimizedRBC
    • OptimizedRBC.action_map
  • RBC
• citylearn.agents.rlc module
  • RLC
    • RLC.action_scaling_coefficient
    • RLC.alpha
    • RLC.batch_size
    • RLC.discount
    • RLC.end_exploration_time_step
    • RLC.hidden_dimension
    • RLC.lr
    • RLC.observation_dimension
    • RLC.random_seed
    • RLC.replay_buffer_capacity
    • RLC.reward_scaling
    • RLC.set_encoders()
    • RLC.standardize_start_time_step
    • RLC.tau
    • RLC.update_per_time_step
• citylearn.agents.sac module
  • SAC
    • SAC.get_encoded_observations()
    • SAC.get_exploration_prediction()
    • SAC.get_normalized_observations()
    • SAC.get_normalized_reward()
    • SAC.get_post_exploration_prediction()
    • SAC.predict()
    • SAC.set_encoders()
    • SAC.set_networks()
    • SAC.update()
  • SACRBC
    • SACRBC.get_exploration_prediction()
    • SACRBC.rbc