Democratizing Tool Learning with Environments Fully Simulated by a Free 8B Language Model

arXiv:2604.17739 · cs.LG, cs.CL · Submitted 2026-04-20 · Read on arXiv

cs.LG, cs.CL

Submitted: 2026-04-20

Updated: 2026-10-17

Comments: Accepted to NeurIPS 2026 (main track)

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Curriculum Learning — 1× in this paper · explained in 2 episodes
• Reinforcement Learning — 1× in this paper · explained in 4 episodes
• Reinforcement Learning (RL) — 1× in this paper · explained in 25 episodes

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