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@jemoka / Jemoka Knowledge Base / wiki/concepts/learning.md
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--- 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’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