The best hyper-parameters for DQN / DDQN / Averaged DQN / Maxmin DQN

[qlan3]

Catcher	DQN	DDQN	Averaged DQN	Maxmin DQN
lr	0.0001	0.0001	0.0001	0.0003
target_networks_num	/	/	2	6

Lunarlander	DQN	DDQN	Averaged DQN	Maxmin DQN
lr	0.0003	0.0003	0.0003	0.001
target_networks_num	/	/	4	3

Pixelcopter	DQN	DDQN	Averaged DQN	Maxmin DQN
lr	3e-05	3e-05	3e-05	0.0003
target_networks_num	/	/	7	6

Space Invaders	DQN	DDQN	Averaged DQN	Maxmin DQN
lr	0.0003
target_networks_num	/	/	/	/

Seaquest	DQN	DDQN	Averaged DQN	Maxmin DQN
lr	0.0001
target_networks_num	/	/	/	/

Asterix	DQN	DDQN	Averaged DQN	Maxmin DQN
lr	0.0001
target_networks_num	/	/	/	/

Breakout	DQN	DDQN	Averaged DQN	Maxmin DQN
lr	0.001
target_networks_num	/	/	/	/