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Agentgen: Enhancing planning abilities for large language model based agent via environment and task generation

1 Pith paper cite this work. Polarity classification is still indexing.

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cs.AI 1

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2026 1

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Tools as Continuous Flow for Evolving Agentic Reasoning

cs.AI · 2026-05-08 · unverdicted · novelty 7.0

FlowAgent models tool chaining as continuous latent trajectory generation with conditional flow matching to deliver global planning, formal utility bounds, and better robustness on long-horizon tasks, plus a new plan-level benchmark.

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  • Tools as Continuous Flow for Evolving Agentic Reasoning cs.AI · 2026-05-08 · unverdicted · none · ref 39

    FlowAgent models tool chaining as continuous latent trajectory generation with conditional flow matching to deliver global planning, formal utility bounds, and better robustness on long-horizon tasks, plus a new plan-level benchmark.