Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In large multiagent games, partial observability, coordination, and credit assignment persistently plague attempts to design good learning algorithms.  provide a simple and efficient algorithm that in part uses a linear system to model the world from a single agent's limited perspective, and takes advantage of Kalman filtering to allow an agent to construct a good training signal and learn an effective policy.
['Yu-Han Chang', 'Tracey Ho', 'Leslie Pack Kaelbling']
I am writing a research paper on a idea All learning is Local: Multi-agent Learning in Global Reward Games
[{"from": "human", "value": "I am writing a research paper on a idea All learning is Local: Multi-agent Learning in Global Reward Games"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In large multiagent games, partial observability, coordination, and credit assignment persistently plague attempts to design good learning algorithms.  provide a simple and efficient algorithm that in part uses a linear system to model the world from a single agent's limited perspective, and takes advantage of Kalman filtering to allow an agent to construct a good training signal and learn an effective policy."}]