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Great paper from Amazon AGI on generating RL environments for agents. (bookmark it) Also, pay attention to this important new AI engineering…

Great paper from Amazon AGI on generating RL environments for agents. (bookmark it) Also, pay attention to this important new AI engineering skill of creating RL environments. Seeing a huge shift towa

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Great paper from Amazon AGI on generating RL environments for agents. (bookmark it) Also, pay attention to this important new AI engineering skill of creating RL environments. Seeing a huge shift towards this. The authors propose AutoGym which writes the task, the executable environment and the verifier together, starting from a small domain seed or past model trajectories. Paper: https://arxiv.org/abs/2609.22592 Chat with Paper: https://academy.dair.ai/papers/autogym-blueprint-first-generation-of-verifiable-agent-gyms-2609.22592

Source: DAIR.AI (X) | 2026-09-29

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