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Atari Games On Atari 2600 Wizard Of Wor

Metrics

Score

Results

Performance results of various models on this benchmark

Paper TitleRepository
MuZero197126.00Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model
Agent57157306.41Agent57: Outperforming the Atari Human Benchmark
R2D2144362.7Recurrent Experience Replay in Distributed Reinforcement Learning-
UCT105500The Arcade Learning Environment: An Evaluation Platform for General Agents
MuZero (Res2 Adam)100096.6Online and Offline Reinforcement Learning by Planning with a Learned Model
GDI-I364239Generalized Data Distribution Iteration-
GDI-H363735Generalized Data Distribution Iteration-
Ape-X46204Distributed Prioritized Experience Replay
FQF44782.6Fully Parameterized Quantile Function for Distributional Reinforcement Learning
IQN31190Implicit Quantile Networks for Distributional Reinforcement Learning
QR-DQN-125061Distributional Reinforcement Learning with Quantile Regression
ASL DDQN21049Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity
DNA20851DNA: Proximal Policy Optimization with a Dual Network Architecture
A3C LSTM hs18082.0Asynchronous Methods for Deep Reinforcement Learning
A3C FF hs17244.0Asynchronous Methods for Deep Reinforcement Learning
DreamerV212851Mastering Atari with Discrete World Models
Prior+Duel noop12352.0Dueling Network Architectures for Deep Reinforcement Learning
Prior+Duel hs10471.0Deep Reinforcement Learning with Double Q-learning
Gorila10431.0Massively Parallel Methods for Deep Reinforcement Learning
Advantage Learning9541.14Increasing the Action Gap: New Operators for Reinforcement Learning
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Atari Games On Atari 2600 Wizard Of Wor | SOTA | HyperAI