Atari Games On Atari 2600 Enduro

评估指标

Score

评测结果

各个模型在此基准测试上的表现结果

		Paper Title	Repository
GDI-I3	14330	GDI: Rethinking What Makes Reinforcement Learning Different From Supervised Learning	-
GDI-I3	14330	Generalized Data Distribution Iteration	-
GDI-H3	14300	Generalized Data Distribution Iteration	-
C51 noop	3454.0	A Distributional Perspective on Reinforcement Learning
MuZero	2382.44	Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model
R2D2	2372.7	Recurrent Experience Replay in Distributed Reinforcement Learning	-
Agent57	2367.71	Agent57: Outperforming the Atari Human Benchmark
MuZero (Res2 Adam)	2365.81	Online and Offline Reinforcement Learning by Planning with a Learned Model
IQN	2359	Implicit Quantile Networks for Distributional Reinforcement Learning
QR-DQN-1	2355	Distributional Reinforcement Learning with Quantile Regression
Prior+Duel noop	2306.4	Dueling Network Architectures for Deep Reinforcement Learning
Duel noop	2258.2	Dueling Network Architectures for Deep Reinforcement Learning
Reactor 500M	2224.2	The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning	-
Prior+Duel hs	2223.9	Deep Reinforcement Learning with Double Q-learning
Ape-X	2177.4	Distributed Prioritized Experience Replay
ASL DDQN	2103.1	Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity
Prior noop	2093.0	Prioritized Experience Replay
Duel hs	2077.4	Dueling Network Architectures for Deep Reinforcement Learning
DNA	2059	DNA: Proximal Policy Optimization with a Dual Network Architecture
NoisyNet-Dueling	2013	Noisy Networks for Exploration

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