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اسم النموذج
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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