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Jason Gauci
Software Engineering Manager at Facebook AI, working on the Re-Agent reinforcement learning platform for real-world decision-making.
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Jan 18, 2021
• 1h 2min
Off-Line, Off-Policy RL for Real-World Decision Making at Facebook - #448
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In this discussion, Jason Gauci, a Software Engineering Manager at Facebook AI, dives into the complexities of their Re-Agent reinforcement learning platform. He highlights its role in real-world decision-making, including user engagement strategies for Facebook notifications. The conversation explores counterfactual causality and safety in social network decision-making. Jason also shares insights on differentiating online/offline training models, emphasizing the impact of reinforcement learning on small businesses and the future of AI in eCommerce.
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