Atari Games On Atari 2600 Enduro

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Score

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	Score	Paper Title	Repository
DQN hs	626.7	Deep Reinforcement Learning with Double Q-learning
Advantage Learning	1252.7	Increasing the Action Gap: New Operators for Reinforcement Learning
IQN	2359	Implicit Quantile Networks for Distributional Reinforcement Learning
DQN Best	661	Playing Atari with Deep Reinforcement Learning
Prior noop	2093.0	Prioritized Experience Replay
DNA	2059	DNA: Proximal Policy Optimization with a Dual Network Architecture
ASL DDQN	2103.1	Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity	-
Nature DQN	301.8	Human level control through deep reinforcement learning
Persistent AL	1343.1	Increasing the Action Gap: New Operators for Reinforcement Learning
Prior+Duel noop	2306.4	Dueling Network Architectures for Deep Reinforcement Learning
A3C FF hs	-82.5	Asynchronous Methods for Deep Reinforcement Learning
A3C LSTM hs	-82.5	Asynchronous Methods for Deep Reinforcement Learning
CGP	56.8	Evolving simple programs for playing Atari games
UCT	286.3	The Arcade Learning Environment: An Evaluation Platform for General Agents
GDI-I3	14330	GDI: Rethinking What Makes Reinforcement Learning Different From Supervised Learning	-
Duel hs	2077.4	Dueling Network Architectures for Deep Reinforcement Learning
Rational DQN Average	1043	Adaptive Rational Activations to Boost Deep Reinforcement Learning
DQN noop	729.0	Deep Reinforcement Learning with Double Q-learning
VPN	382	Value Prediction Network
Duel noop	2258.2	Dueling Network Architectures for Deep Reinforcement Learning

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