Qifeng Lin

Byzantine-Robust Federated Deep Deterministic Policy Gradient

2022 · ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Federated reinforcement learning (FRL) combines multi-agent reinforcement learning (MARL) and federated learning (FL) so that multiple agents can exchange messages with a central server for co-operatively learning their local policies. However, a number of malicious …