Atari Games On Atari 2600 River Raid

평가 지표

Score

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	Score	Paper Title	Repository
A3C LSTM hs	6591.9	Asynchronous Methods for Deep Reinforcement Learning
GDI-I3	28075	Generalized Data Distribution Iteration	-
Duel noop	21162.6	Dueling Network Architectures for Deep Reinforcement Learning
Gorila	5310.3	Massively Parallel Methods for Deep Reinforcement Learning
Nature DQN	8316.0	Human level control through deep reinforcement learning	-
MuZero	323417.18	Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model
C51 noop	17322.0	A Distributional Perspective on Reinforcement Learning
DDQN+Pop-Art noop	12530.8	Learning values across many orders of magnitude	-
DQN hs	4748.5	Deep Reinforcement Learning with Double Q-learning
UCT	4449	The Arcade Learning Environment: An Evaluation Platform for General Agents
DDQN (tuned) noop	14884.5	Dueling Network Architectures for Deep Reinforcement Learning
Prior+Duel noop	20607.6	Dueling Network Architectures for Deep Reinforcement Learning
DNA	16789	DNA: Proximal Policy Optimization with a Dual Network Architecture
A3C FF hs	12201.8	Asynchronous Methods for Deep Reinforcement Learning
R2D2	45632.1	Recurrent Experience Replay in Distributed Reinforcement Learning	-
A3C FF (1 day) hs	10001.2	Asynchronous Methods for Deep Reinforcement Learning
DDQN (tuned) hs	10838.4	Deep Reinforcement Learning with Double Q-learning
FQF	23560.7	Fully Parameterized Quantile Function for Distributional Reinforcement Learning
GDI-H3	28349	Generalized Data Distribution Iteration	-
ES FF (1 hour) noop	5009.0	Evolution Strategies as a Scalable Alternative to Reinforcement Learning

0 of 41 row(s) selected.