Computer Science and Center for Research in Computer Vision

Monday, June 26, 2023

  • Deployable Reinforcement Learning: Addressing Real-World Challenges of Artificial Intelligence

    Research 1: 101 and Virtual

    Speaker: Dr. Amrit Singh Bedi From: University of Maryland Abstract Recent advancements in Artificial Intelligence (AI), such as AlphaZero and ChatGPT, have significantly impacted various fields. Reinforcement learning (RL) plays a crucial role in these achievements. However, deploying RL in real-world applications, including robotics, finance, and healthcare, presents challenges such as efficient exploration, scalability, domain adaptation, and safety. One key …

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