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Atari Games On Atari 2600 Alien

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Score

Results

Performance results of various models on this benchmark

Paper Title
MuZero741812.63Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model
Agent57297638.17Agent57: Outperforming the Atari Human Benchmark
GDI-H3(1B frames)279700GDI: Rethinking What Makes Reinforcement Learning Different from Supervised Learning
R2D2229496.9Recurrent Experience Replay in Distributed Reinforcement Learning
MuZero (Res2 Adam)70192.35Online and Offline Reinforcement Learning by Planning with a Learned Model
GDI-H348735Generalized Data Distribution Iteration
GDI-I343384Generalized Data Distribution Iteration
Ape-X40804.9Distributed Prioritized Experience Replay
FQF16754.6Fully Parameterized Quantile Function for Distributional Reinforcement Learning
IMPALA (deep)15962.10IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures
Reactor 500M12689.1The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning
UCT7785The Arcade Learning Environment: An Evaluation Platform for General Agents
IQN7022Implicit Quantile Networks for Distributional Reinforcement Learning
ASL DDQN6955.2Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity
NoisyNet-Dueling5778Noisy Networks for Exploration
Persistent AL5699.81Increasing the Action Gap: New Operators for Reinforcement Learning
DNA5021DNA: Proximal Policy Optimization with a Dual Network Architecture
Advantage Learning4990.91Increasing the Action Gap: New Operators for Reinforcement Learning
QR-DQN-14871Distributional Reinforcement Learning with Quantile Regression
Duel noop4461.4Dueling Network Architectures for Deep Reinforcement Learning
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Atari Games On Atari 2600 Alien | SOTA | HyperAI