Fully Byzantine-Resilient Distributed Multi-Agent Q-Learning

arXiv:2604.02791 · cs.MA, cs.SY, eess.SY · Submitted 2026-04-03 · Read on arXiv

cs.MA, cs.SY, eess.SY

Submitted: 2026-04-03

Updated: 2026-09-19

Terminology

Redundancy — 19× in this paper · explained in 2 episodes
Reinforcement Learning — 16× in this paper · explained in 4 episodes
Q-learning — 13× in this paper · explained in 3 episodes
Robustness — 11× in this paper · explained in 5 episodes
Actor — 6× in this paper · explained in 3 episodes
American Control Conference — 4× in this paper
Adversarial Attacks — 3× in this paper · explained in 1 episode
Multi-Agent System — 3× in this paper · explained in 6 episodes
Adversarial Model — 2× in this paper · explained in 1 episode
Conference on Decision and Control — 2× in this paper
Multi-Agent Reinforcement Learning (MARL) — 2× in this paper · explained in 4 episodes
Actor-Critic Architecture — 1× in this paper · explained in 1 episode
Actor-Critic Framework — 1× in this paper · explained in 1 episode
Adjacency Matrix — 1× in this paper · explained in 1 episode
Convergence Guarantees — 1× in this paper · explained in 3 episodes
Deep Reinforcement Learning — 1× in this paper · explained in 2 episodes
Federated Learning — 1× in this paper · explained in 15 episodes
Markov Decision Process — 1× in this paper
Markov Decision Process (MDP) — 1× in this paper · explained in 11 episodes
Non-IID Data — 1× in this paper · explained in 2 episodes
Reinforcement Learning (RL) — 1× in this paper · explained in 25 episodes