# flint-xf-fan/Byzantine-Federated-RL

<https://repo.masters-masters.com/en/repos/flint-xf-fan/Byzantine-Federated-RL>

[Home](https://repo.masters-masters.com/en) › [flint-xf-fan](https://repo.masters-masters.com/en/owners/flint-xf-fan) › [Byzantine-Federated-RL](https://repo.masters-masters.com/en/repos/flint-xf-fan/Byzantine-Federated-RL)

flint-xf-fan/Byzantine-Federated-RL has 106 stars on GitHub. Its RepoMasters card: Prototype tier. \[NeurIPS2021\] Federated Reinforcement Learning with…

| Field | Value |
| --- | --- |
| Owner | [flint-xf-fan](https://repo.masters-masters.com/en/owners/flint-xf-fan) |
| Stars | 106 |
| Forks | 13 |
| Language | [Python](https://repo.masters-masters.com/en/languages/python) |
| License | None |
| Created | 2020 |
| Topics | federated-reinforcement-learning, reinforcement-learning, federated-learning, byzantine-reinforcement-learning, policy-gradient, sample-efficient-rl, fedrl |
| Tier | [Prototype (100 to 249 ★)](https://repo.masters-masters.com/en/ranks/rush) |
| View on GitHub | [flint-xf-fan/Byzantine-Federated-RL](https://github.com/flint-xf-fan/Byzantine-Federated-RL) |

## Repository

\[NeurIPS2021\] 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.

The tier for repos with 100 to 249 ★. Published odds per card pulled: 70%. Rarity: Common.

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Data: GitHub · Illustration drawn by RepoMasters from the repo’s ID and its language color.