Deep Reinforcement Learning with Double Q-learning

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TASK	DATASET	MODEL	METRIC NAME	METRIC VALUE	GLOBAL RANK
Atari Games	Atari 2600 Alien	Prior+Duel hs	Score	823.7	# 41
Atari Games	Atari 2600 Alien	DQN noop	Score	1620.0	# 30
Atari Games	Atari 2600 Alien	DQN hs	Score	634.0	# 44
Atari Games	Atari 2600 Alien	DDQN (tuned) hs	Score	1033.4	# 37
Atari Games	Atari 2600 Amidar	DDQN (tuned) hs	Score	169.1	# 43
Atari Games	Atari 2600 Amidar	DQN hs	Score	178.4	# 40
Atari Games	Atari 2600 Amidar	Prior+Duel hs	Score	238.4	# 33
Atari Games	Atari 2600 Amidar	DQN noop	Score	978.0	# 25
Atari Games	Atari 2600 Assault	Prior+Duel hs	Score	10950.6	# 16
Atari Games	Atari 2600 Assault	DQN hs	Score	3489.3	# 33
Atari Games	Atari 2600 Assault	DQN noop	Score	4280.4	# 29
Atari Games	Atari 2600 Assault	DDQN (tuned) hs	Score	6060.8	# 24
Atari Games	Atari 2600 Asterix	DQN noop	Score	4359	# 39
Atari Games	Atari 2600 Asterix	Prior+Duel hs	Score	364200	# 10
Atari Games	Atari 2600 Asterix	DDQN (tuned) hs	Score	16837	# 33
Atari Games	Atari 2600 Asterix	DQN hs	Score	3170.5	# 42
Atari Games	Atari 2600 Asteroids	DDQN (tuned) hs	Score	1193.2	# 35