---
title: "Social Reinforcement Learning"
type: concept
related: [Social Learning, When Is Ai Bad, Satelite Assignment Problem, Multi Agent Rl, Human Ai Coordination]
source: https://www.jemoka.com/posts/kbhlearning/
confidence: high
status: active
---

Key question: can multi-agent optimization problems help reinforcement learning stuff
using deep RL for combinatorial optimiazation fast inference scals well with instance size maybe difficult to actually discover optimal solution: high sample complexity, or failing to find good solutions doesn&rsquo;t generalize well why multi-agent works decentralized training to improve sample efficiency adversarial training New Concepts Social Learning Multi-Agent RL Human-AI Coordination Important Results / Claims When is AI Bad? Solution for Satelite Assignment Problem
