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dag_defaults.json
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dag_defaults.json
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{
"tag": "default",
"data": {
"dataset_type": "dummy",
"time_periods": 2,
"days": 10,
"dummy_data_param": 4,
"orders_density": 0.1,
"order_distr": "star",
"number_of_cars": 10,
"time_periods_per_hour": 1,
"order_sampling_multiplier": 1,
"driver_sampling_multiplier": 1
},
"solver": {
"cA2C": {
"iterations": 20,
"gamma": 0.9,
"learning_rate": 1e-3,
"weight_poorest": 0,
"normalize_rewards": 1,
"minimum_reward": 1,
"batch_size": 2000,
"include_income_to_observation": 0,
"poorest_first": 1,
"idle_reward": 0,
"hold_observation": 1,
"draw_freq": 2,
"draw": 1,
"entropy_coef": 0.01,
"action_mask": 0,
"discrete": 0,
"eval_freq": 0,
"robust": 0
},
"Gym": {
"num_cpu": 4,
"training_iterations": 100000,
"gamma": 0.99,
"ent_coef": 0.01,
"learning_rate": 0.00025,
"vf_coef": 0.5,
"max_grad_norm": 0.5,
"lam": 0.95,
"noptepochs": 4,
"cliprange": 0.2,
"weight_poorest": 0,
"normalize_rewards": 0,
"minimum_reward": 1,
"include_income_to_observation": 1,
"poorest_first": 1,
"callback": 1,
"save_freq": 100000,
"eval_freq": 1,
"idle_reward": 0,
"hold_observation": 1,
"draw": 1,
"draw_freq": 2,
"robust": 0,
"robust_nu": 0.1,
"robust_epsilon": 1,
"robust_cmin": 0,
"robust_cmax": 500,
"robust_gamma": 0.3,
"action_mask": 1,
"discrete": 0,
"batch_env": 0,
"runs": 1
},
"No": {},
"Diff": {},
"Oriented": {},
"RobustA2C": {
"robust_gamma": 0.3,
"cmin": 0,
"cmax": 10000,
"robust_epsilon": 0.1,
"robust_nu": 0.1,
"iterations": 20,
"hold_observation": 1,
"gamma": 0.9,
"learning_rate": 1e-3,
"weight_poorest": 0,
"normalize_rewards": [1, 0],
"minimum_reward": 1,
"idle_reward": 0,
"batch_size": 2000,
"include_income_to_observation": 0,
"poorest_first": 1,
"draw_freq": 2,
"draw": 1
},
"Split": {
"shrinking_fraction": 0.8,
"iterations": 10,
"subsolver": "Diff",
"weight_poorest": 0,
"hold_observation": 1,
"normalize_rewards": 1,
"minimum_reward": 0,
"idle_reward": 0,
"poorest_first": 1,
"include_income_to_observation": 0
}
},
"problem": {
"wc": 0.1,
"testing_epochs": 1,
"count_neighbors": 1,
"penalty_for_invalid_action": 1000,
"randomize_drivers": 1
},
"full_rerun": 1,
"DEBUG": 0,
"seed": 123,
"runs": 1
}