Atari Games On Atari 2600 Wizard Of Wor

Score

Results

Performance results of various models on this benchmark

Model Name	Score	Paper Title	Repository
Prior noop	4802.0	Prioritized Experience Replay
A2C + SIL	7088.3	Self-Imitation Learning
Prior hs	5727.0	Prioritized Experience Replay
R2D2	144362.7	Recurrent Experience Replay in Distributed Reinforcement Learning	-
MuZero (Res2 Adam)	100096.6	Online and Offline Reinforcement Learning by Planning with a Learned Model
DreamerV2	12851	Mastering Atari with Discrete World Models
ES FF (1 hour) noop	3480.0	Evolution Strategies as a Scalable Alternative to Reinforcement Learning
Best Learner	1981.3	The Arcade Learning Environment: An Evaluation Platform for General Agents
DDQN+Pop-Art noop	483.0	Learning values across many orders of magnitude	-
GDI-H3	63735	Generalized Data Distribution Iteration	-
Gorila	10431.0	Massively Parallel Methods for Deep Reinforcement Learning
DQN noop	2704.0	Deep Reinforcement Learning with Double Q-learning
Ape-X	46204	Distributed Prioritized Experience Replay
GDI-I3	64239	Generalized Data Distribution Iteration	-
Agent57	157306.41	Agent57: Outperforming the Atari Human Benchmark
Prior+Duel noop	12352.0	Dueling Network Architectures for Deep Reinforcement Learning
UCT	105500	The Arcade Learning Environment: An Evaluation Platform for General Agents
NoisyNet-Dueling	9149	Noisy Networks for Exploration
Nature DQN	3393.0	Human level control through deep reinforcement learning
DDQN (tuned) hs	6201.0	Deep Reinforcement Learning with Double Q-learning

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