Atari Games On Atari 2600 River Raid

Métriques

Score

Résultats

Résultats de performance de divers modèles sur ce benchmark

Nom du modèle	Score	Paper Title	Repository
A3C LSTM hs	6591.9	Asynchronous Methods for Deep Reinforcement Learning
GDI-I3	28075	Generalized Data Distribution Iteration	-
Duel noop	21162.6	Dueling Network Architectures for Deep Reinforcement Learning
Gorila	5310.3	Massively Parallel Methods for Deep Reinforcement Learning
Nature DQN	8316.0	Human level control through deep reinforcement learning
MuZero	323417.18	Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model
C51 noop	17322.0	A Distributional Perspective on Reinforcement Learning
DDQN+Pop-Art noop	12530.8	Learning values across many orders of magnitude	-
DQN hs	4748.5	Deep Reinforcement Learning with Double Q-learning
UCT	4449	The Arcade Learning Environment: An Evaluation Platform for General Agents
DDQN (tuned) noop	14884.5	Dueling Network Architectures for Deep Reinforcement Learning
Prior+Duel noop	20607.6	Dueling Network Architectures for Deep Reinforcement Learning
DNA	16789	DNA: Proximal Policy Optimization with a Dual Network Architecture
A3C FF hs	12201.8	Asynchronous Methods for Deep Reinforcement Learning
R2D2	45632.1	Recurrent Experience Replay in Distributed Reinforcement Learning	-
A3C FF (1 day) hs	10001.2	Asynchronous Methods for Deep Reinforcement Learning
DDQN (tuned) hs	10838.4	Deep Reinforcement Learning with Double Q-learning
FQF	23560.7	Fully Parameterized Quantile Function for Distributional Reinforcement Learning
GDI-H3	28349	Generalized Data Distribution Iteration	-
ES FF (1 hour) noop	5009.0	Evolution Strategies as a Scalable Alternative to Reinforcement Learning

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