Atari Games On Atari 2600 Chopper Command

المقاييس

Score

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	Score	Paper Title	Repository
A2C + SIL	6710	Self-Imitation Learning	-
Advantage Learning	5431.36	Increasing the Action Gap: New Operators for Reinforcement Learning	-
GDI-H3	999999	GDI: Rethinking What Makes Reinforcement Learning Different From Supervised Learning	-
CGP	3580	Evolving simple programs for playing Atari games	-
Prior hs	4635.0	Prioritized Experience Replay	-
NoisyNet-Dueling	11477	Noisy Networks for Exploration	-
R2D2	986652.0	Recurrent Experience Replay in Distributed Reinforcement Learning	-
POP3D	6308.33	Policy Optimization With Penalized Point Probability Distance: An Alternative To Proximal Policy Optimization	-
Ape-X	721851	Distributed Prioritized Experience Replay	-
DQN noop	6126.0	Deep Reinforcement Learning with Double Q-learning	-
Prior+Duel hs	8058.0	Deep Reinforcement Learning with Double Q-learning	-
DQN hs	5017.0	Deep Reinforcement Learning with Double Q-learning	-
MuZero	991039.70	Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model	-
IQN	16836	Implicit Quantile Networks for Distributional Reinforcement Learning	-
Gorila	3191.8	Massively Parallel Methods for Deep Reinforcement Learning	-
Reactor 500M	107779.0	The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning	-
DNA	31181	DNA: Proximal Policy Optimization with a Dual Network Architecture	-
FQF	876460.0	Fully Parameterized Quantile Function for Distributional Reinforcement Learning	-
A3C LSTM hs	10150.0	Asynchronous Methods for Deep Reinforcement Learning	-
C51 noop	15600.0	A Distributional Perspective on Reinforcement Learning	-

0 of 45 row(s) selected.