Atari Games On Atari 2600 Atlantis

Métriques

Score

Résultats

Résultats de performance de divers modèles sur ce benchmark

Nom du modèle	Score	Paper Title	Repository
IQN	978200	Implicit Quantile Networks for Distributional Reinforcement Learning
C51 noop	841075.0	A Distributional Perspective on Reinforcement Learning
DDQN (tuned) noop	106056.0	Dueling Network Architectures for Deep Reinforcement Learning
Duel noop	382572.0	Dueling Network Architectures for Deep Reinforcement Learning
NoisyNet-Dueling	972175	Noisy Networks for Exploration
Ape-X	944497.5	Distributed Prioritized Experience Replay
Prior noop	357324.0	Prioritized Experience Replay
GDI-I3	3803000	Generalized Data Distribution Iteration	-
Persistent AL	1465250	Increasing the Action Gap: New Operators for Reinforcement Learning
UCT	193858	The Arcade Learning Environment: An Evaluation Platform for General Agents
Bootstrapped DQN	994500	Deep Exploration via Bootstrapped DQN
ASL DDQN	947275	Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity	-
A3C LSTM hs	875822.0	Asynchronous Methods for Deep Reinforcement Learning
QR-DQN-1	971850	Distributional Reinforcement Learning with Quantile Regression
ES FF (1 hour) noop	1267410.0	Evolution Strategies as a Scalable Alternative to Reinforcement Learning
Nature DQN	85641.0	Human level control through deep reinforcement learning
Advantage Learning	553591.67	Increasing the Action Gap: New Operators for Reinforcement Learning
DDQN (tuned) hs	319688.0	Deep Reinforcement Learning with Double Q-learning
Agent57	1528841.76	Agent57: Outperforming the Atari Human Benchmark
POP3D	2193605.67	Policy Optimization With Penalized Point Probability Distance: An Alternative To Proximal Policy Optimization

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