settings.json

{
	"general_params" : {
		"seed" 			: 0,
	  "num_of_episodes" 		: 2000,
	  "mode"			: {"train" : 0, "test" : 1}
	},
	"agent_params" : {
		"learning_mode" 	: {"DQN" : 0, "DDQN" : 0, "DuelingDDQN": 1},
		"state_size"		: -1,
		"action_size"		: -1,
		"eps_initial"		: 1.0,
		"learning_rate" 	: 0.001,
		"gamma" 		: 0.99,
		"tau" 			: 0.01,
		"update_period" 	: 8,
		"a" 			: 0.0,
		"b" 			: 0.0,
		"e"			: 1E-6,
		"buf_params" 		: {"buffer_size" : 100000, "batch_size" : 100, "mode" : {"Normal" : 0, "PER" : 1} },
		"nn_params"		: {"l1" : [-1, 64], "l2" : [64, 128], "l3" : [128, 128], "l4" : [128, 32], "l5" : [32, -1]}
	},
	"trainer_params" : {
		"learning_rate_decay" 	: 0.999,
		"max_eps" 		: 1.0,
    "final_eps" 			: 0.01,
    "eps_decay" 			: 0.99,
		"b_decay"		: 0.003,
    "results_path"			: "../results/",
    "model_path"			: "../models/"
	},
	"env_params" : {
		"path"			: "../Banana_Linux/Banana.x86_64",
		"seed"			: 0,
		"worker_id"		: 0,
		"visual_mode"		: false,
		"multiagent_mode"	: false
	}
}