Atari Games On Atari 2600 Qbert

Score

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名	Score	Paper Title	Repository
Prior+Duel noop	18760.3	Dueling Network Architectures for Deep Reinforcement Learning	-
MuZero	72276.00	Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model	-
Duel hs	14175.8	Dueling Network Architectures for Deep Reinforcement Learning	-
Prior+Duel hs	14063.0	Deep Reinforcement Learning with Double Q-learning	-
C51 noop	23784	A Distributional Perspective on Reinforcement Learning	-
GDI-H3(200M frames)	28657	Generalized Data Distribution Iteration	-
DreamerV2	94688	Mastering Atari with Discrete World Models	-
Prior noop	16256.5	Prioritized Experience Replay	-
IQN	25750	Implicit Quantile Networks for Distributional Reinforcement Learning	-
DDQN (tuned) noop	15088.5	Dueling Network Architectures for Deep Reinforcement Learning	-
VPN	14517	Value Prediction Network	-
Sarsa-ε	3895.3	Count-Based Exploration in Feature Space for Reinforcement Learning	-
IQ-Learn	-	IQ-Learn: Inverse soft-Q Learning for Imitation	-
SARSA	960.3	-	-
DQN hs	9271.5	Deep Reinforcement Learning with Double Q-learning	-
MAC	243.4	Mean Actor Critic	-
MP-EB	15805	Incentivizing Exploration In Reinforcement Learning With Deep Predictive Models	-
DDQN+Pop-Art noop	5236.8	Learning values across many orders of magnitude	-
DQN Best	4500	Playing Atari with Deep Reinforcement Learning	-
GDI-I3	27800	Generalized Data Distribution Iteration	-

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