AI for Good - Collective robotics: Multi-robot coordination in complex environments - GRASP Lab
AI for Good - Collective robotics: Multi-robot coordination in complex environments - GRASP Lab
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upenn.edu
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GRP combination || Group Combination|| Robot + Fixture Group || R1 + S1 || Yaskawa Motoman Robot
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Robots don’t need more rules.They need better ways to learn:RL with synthetic data.Group Relative Policy Optimization, or GRPO, is not just another RL trick. It points to a different learning philosophy.Instead of giving a robot one simple reward, GRPO compares many attempts and learns from the differences.It is closer to how humans improve through experience.• Most robots still rely on crude, fixed rewards• These rewards break down in real, messy environments• GRPO creates learning signals by c
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