Lifelong AI Agent Seminar Preview: Reinforcing Learning to Improve Robot Foundation Models

robot
Abstract generation in progress
AIMPACT message: On April 26 (UTC+8), svlevine posted a speaking announcement on Twitter, saying he will speak at the Lifelong Agents Symposium on April 26, 2026 (Sunday) at 9:30 Brazil time in Rio de Janeiro on how to improve robot foundation models through reinforcement learning; at 11:30, he will discuss how generative models can drive self-improvement. The symposium focuses on paradigms for continuous learning, alignment, and evolution of AI systems in dynamic environments, and covers seven topics: optimization after agent training, preference alignment, self-evolution, real-world deployment, multi-agent systems, efficiency and sustainability, and evaluation benchmarks. (Source: InFoQ)
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