language-world-model

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huzjie / agentworldforge

Language world model reference implementation (Qwen-AgentWorld style): one latent backbone predicts the next textual observation across 7 agent environments (MCP/Search/Terminal/SWE/Web/OS/Android) with cross-env transfer. Deterministic oracle + monotone benchmark. Pure Python, zero deps.

python zero-dependency tool-use environment-simulation world-model agent-environment agentworld language-world-model cross-environment-transfer reward-prediction

Updated Nov 3, 2026
Python

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