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Atari-Spiele
Atari Games On Atari 2600 Crazy Climber
Atari Games On Atari 2600 Crazy Climber
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Score
Ergebnisse
Leistungsergebnisse verschiedener Modelle zu diesem Benchmark
Columns
Modellname
Score
Paper Title
Agent57
565909.85
Agent57: Outperforming the Atari Human Benchmark
MuZero
458315.40
Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model
R2D2
366690.7
Recurrent Experience Replay in Distributed Reinforcement Learning
Ape-X
320426
Distributed Prioritized Experience Replay
GDI-H3
241170
Generalized Data Distribution Iteration
Reactor 500M
236422.0
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning
FQF
223470.6
Fully Parameterized Quantile Function for Distributional Reinforcement Learning
GDI-I3
201000
GDI: Rethinking What Makes Reinforcement Learning Different From Supervised Learning
GDI-I3
201000
Generalized Data Distribution Iteration
C51 noop
179877.0
A Distributional Perspective on Reinforcement Learning
IQN
179082
Implicit Quantile Networks for Distributional Reinforcement Learning
NoisyNet-Dueling
171171
Noisy Networks for Exploration
ASL DDQN
166019
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity
Prior+Duel noop
162224.0
Dueling Network Architectures for Deep Reinforcement Learning
DreamerV2
161839
Mastering Atari with Discrete World Models
QR-DQN-1
161196
Distributional Reinforcement Learning with Quantile Regression
MuZero (Res2 Adam)
158541.58
Online and Offline Reinforcement Learning by Planning with a Learned Model
Duel noop
143570.0
Dueling Network Architectures for Deep Reinforcement Learning
Prior noop
141161.0
Prioritized Experience Replay
A3C LSTM hs
138518.0
Asynchronous Methods for Deep Reinforcement Learning
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