# \#learning

**URL:** https://devcommunity.amd.com/tag/learning/77.md

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## [Unlocking Sim2Real for a Robotic Arm with RL Accelerated by AMD Instinct GPUs](https://devcommunity.amd.com/t/unlocking-sim2real-for-a-robotic-arm-with-rl-accelerated-by-amd-instinct-gpus/1113)

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**Author:** [@Ayllee\_AMD](https://devcommunity.amd.com/u/Ayllee_AMD)\
**Replies:** 0\
**Last updated:** [September 30, 2026, 11:43am UTC](https://devcommunity.amd.com/t/unlocking-sim2real-for-a-robotic-arm-with-rl-accelerated-by-amd-instinct-gpus/1113 "2026-09-30T11:43:09Z")

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Training a policy in simulation and transferring those weights to a real robot (sim2real) is a highly desirable goal in physical AI. Simulation scales data collection far beyond what a single robot can provide, but mi…

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## [New to AMD + ROCm - Starting my AI journey. Need guidance](https://devcommunity.amd.com/t/new-to-amd-rocm-starting-my-ai-journey-need-guidance/753)

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**Author:** [@Haseena\_Shaik\_Banda](https://devcommunity.amd.com/u/Haseena_Shaik_Banda)\
**Replies:** 5\
**Last updated:** [September 21, 2026, 6:31pm UTC](https://devcommunity.amd.com/t/new-to-amd-rocm-starting-my-ai-journey-need-guidance/753 "2026-09-21T18:31:05Z")

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Hello AMD Community! :waving\_hand: I’m new here and excited to start my journey with AMD GPUs and ROCm for AI/ML projects. About me: I’m from India and just getting started with AI development. I want to learn how to …