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Atari Games On Atari 2600 Asterix
Atari Games On Atari 2600 Asterix
評価指標
Score
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
Columns
モデル名
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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