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flint-xf-fan/Byzantine-Federated-RL

[NeurIPS2021] Federated Reinforcement Learning with Theoretical Guarantees. The repo contains code and experiments for our Federated Policy Gradient with Byzantine Resilience framework for improving sample efficiency of RL agents.

Owner
flint-xf-fan (personal account)
Stars
Stars: 106
Forks
Forks: 13
Language
Python
License
None
Created
2020
Topics
federated-reinforcement-learningreinforcement-learningfederated-learningbyzantine-reinforcement-learningpolicy-gradientsample-efficient-rlfedrl
Tier
Prototype (100 to 249 ★) What this tier means
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