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What is: SEED RL?

SourceSEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

SEED (Scalable, Efficient, Deep-RL) is a scalable reinforcement learning agent. It utilizes an architecture that features centralized inference and an optimized communication layer. SEED adopts two state of the art distributed algorithms, IMPALA/V-trace (policy gradients) and R2D2 (Q-learning).