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Atari Games On Atari 2600 Defender

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Résultats

Résultats de performance de divers modèles sur ce benchmark

Paper Title
CGP993010Evolving simple programs for playing Atari games
GDI-H3970540Generalized Data Distribution Iteration
GDI-I3893110GDI: Rethinking What Makes Reinforcement Learning Different From Supervised Learning
GDI-I3893110Generalized Data Distribution Iteration
MuZero839642.95Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model
Agent57677642.78Agent57: Outperforming the Atari Human Benchmark
R2D2665792.0Recurrent Experience Replay in Distributed Reinforcement Learning
MuZero (Res2 Adam)557200.75Online and Offline Reinforcement Learning by Planning with a Learned Model
Ape-X411943.5Distributed Prioritized Experience Replay
Reactor 500M223025.0The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning
IMPALA (deep)185203.00IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures
DNA152768DNA: Proximal Policy Optimization with a Dual Network Architecture
IQN53537Implicit Quantile Networks for Distributional Reinforcement Learning
QR-DQN-147887Distributional Reinforcement Learning with Quantile Regression
NoisyNet-Dueling42253Noisy Networks for Exploration
Duel noop42214.0Dueling Network Architectures for Deep Reinforcement Learning
Prior+Duel noop41324.5Dueling Network Architectures for Deep Reinforcement Learning
ASL DDQN37026.5Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity
Prior+Duel hs34415.0Dueling Network Architectures for Deep Reinforcement Learning
Persistent AL32038.93Increasing the Action Gap: New Operators for Reinforcement Learning
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Atari Games On Atari 2600 Defender | SOTA | HyperAI