@devstackdaily.bsky.socialAgentFly introduces a unified resource-layer framework for agentic RL, abstracting environments as typed, scheduled resources to reduce rollout costs and enable multi-turn tool reuse. The four-layer design separates…
#AgenticRL #LLMAgents #DeveloperTools #MLInfra
https://arxiv.org/abs/2507.14897