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Atari Games On Atari 2600 Video Pinball

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Results

Performance results of various models on this benchmark

Paper Title
R2D2999383.2Recurrent Experience Replay in Distributed Reinforcement Learning
Agent57992340.74Agent57: Outperforming the Atari Human Benchmark
MuZero981791.88Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model
GDI-H3978190Generalized Data Distribution Iteration
C51 noop949604.0A Distributional Perspective on Reinforcement Learning
GDI-I3925830Generalized Data Distribution Iteration
NoisyNet-Dueling870954Noisy Networks for Exploration
MuZero (Res2 Adam)865543.44Online and Offline Reinforcement Learning by Planning with a Learned Model
Bootstrapped DQN811610Deep Exploration via Bootstrapped DQN
QR-DQN-1705662Distributional Reinforcement Learning with Quantile Regression
IQN698045Implicit Quantile Networks for Distributional Reinforcement Learning
ASL DDQN626794Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity
IMPALA (deep)572898.27IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures
Ape-X565163.2Distributed Prioritized Experience Replay
Advantage Learning543504Increasing the Action Gap: New Operators for Reinforcement Learning
DNA505392DNA: Proximal Policy Optimization with a Dual Network Architecture
Prior+Duel noop479197.0Dueling Network Architectures for Deep Reinforcement Learning
A3C LSTM hs470310.5Asynchronous Methods for Deep Reinforcement Learning
A2C + SIL461522.4Self-Imitation Learning
Prior+Duel hs447408.6Deep Reinforcement Learning with Double Q-learning
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