TalkRL: The Reinforcement Learning Podcast cover image

Eugene Vinitsky

TalkRL: The Reinforcement Learning Podcast

CHAPTER

Navigating Social Dilemmas with AI

This chapter explores the complexities of applying policy methods in addressing global challenges like climate change and vaccination through cooperative problem-solving. It discusses the role of reinforcement learning and modeling human behavior to enhance agent collaboration in multi-agent systems. The conversation highlights advancements in model-based reinforcement learning and its applications, including improvements in traffic control systems and the need for robust, safe autonomous technologies.

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