Distributed Reinforcement Learning

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Methods

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Method	Year	Papers
IMPALA IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures	2018	15
Ape-X Distributed Prioritized Experience Replay	2018	10
DD-PPO DD-PPO: Learning Near-Perfect PointGoal Navigators from 2.5 Billion Frames	2019	7
APPO Sample Factory: Egocentric 3D Control from Pixels at 100000 FPS with Asynchronous Reinforcement Learning	2020	3
SEED RL SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference	2019	2
TorchBeast TorchBeast: A PyTorch Platform for Distributed RL	2019	2