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المنصة
الرئيسية
SOTA
ألعاب أتاري
Atari Games On Atari 2600 Asterix
Atari Games On Atari 2600 Asterix
المقاييس
Score
النتائج
نتائج أداء النماذج المختلفة على هذا المعيار القياسي
Columns
اسم النموذج
Score
Paper Title
GDI-H3
999999
Generalized Data Distribution Iteration
R2D2
999153.3
Recurrent Experience Replay in Distributed Reinforcement Learning
MuZero
998425.00
Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model
Agent57
991384.42
Agent57: Outperforming the Atari Human Benchmark
MuZero (Res2 Adam)
862406.65
Online and Offline Reinforcement Learning by Planning with a Learned Model
GDI-I3
759910
Generalized Data Distribution Iteration
FQF
578388.5
Fully Parameterized Quantile Function for Distributional Reinforcement Learning
ASL DDQN
567640
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity
C51 noop
406211
A Distributional Perspective on Reinforcement Learning
Prior+Duel noop
375080.0
Dueling Network Architectures for Deep Reinforcement Learning
Prior+Duel hs
364200.0
Dueling Network Architectures for Deep Reinforcement Learning
Prior+Duel hs
364200.0
Deep Reinforcement Learning with Double Q-learning
IQN
342016
Implicit Quantile Networks for Distributional Reinforcement Learning
DNA
323965
DNA: Proximal Policy Optimization with a Dual Network Architecture
Ape-X
313305
Distributed Prioritized Experience Replay
IMPALA (deep)
300732.00
IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures
UCT
290700
The Arcade Learning Environment: An Evaluation Platform for General Agents
QR-DQN-1
261025
Distributional Reinforcement Learning with Quantile Regression
Reactor 500M
205914.0
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning
DreamerV2
72311
Mastering Atari with Discrete World Models
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Atari Games On Atari 2600 Asterix | SOTA | HyperAI