Atari Games On Atari 2600 Star Gunner

Score

Results

Performance results of various models on this benchmark

Model Name	Score	Paper Title	Repository
Prior noop	63302.0	Prioritized Experience Replay	-
Bootstrapped DQN	55725	Deep Exploration via Bootstrapped DQN	-
Gorila	14919.2	Massively Parallel Methods for Deep Reinforcement Learning	-
GDI-I3	465750	GDI: Rethinking What Makes Reinforcement Learning Different From Supervised Learning	-
SARSA	9.4	Human level control through deep reinforcement learning
Advantage Learning	61353.59	Increasing the Action Gap: New Operators for Reinforcement Learning	-
POP3D	48984	Policy Optimization With Penalized Point Probability Distance: An Alternative To Proximal Policy Optimization	-
Prior+Duel noop	125117.0	Dueling Network Architectures for Deep Reinforcement Learning	-
GDI-H3	677590	Generalized Data Distribution Iteration	-
A3C FF (1 day) hs	64393.0	Asynchronous Methods for Deep Reinforcement Learning	-
C51 noop	49095.0	A Distributional Perspective on Reinforcement Learning	-
Nature DQN	57997.0	Human level control through deep reinforcement learning
Prior hs	61582.0	Prioritized Experience Replay	-
DreamerV2	7800	Mastering Atari with Discrete World Models	-
R2D2	717344.0	Recurrent Experience Replay in Distributed Reinforcement Learning	-
Duel noop	89238.0	Dueling Network Architectures for Deep Reinforcement Learning	-
DDQN+Pop-Art noop	589.0	Learning values across many orders of magnitude	-
CGP	2320	Evolving simple programs for playing Atari games	-
NoisyNet-Dueling	75867	Noisy Networks for Exploration	-
A2C + SIL	31309.2	Self-Imitation Learning	-

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