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Image GenerationarXiv cs.AIPublished: Apr 13, 2026, 13:00 JST

New AGD-MBRL approach uses advantage estimates to guide diffusion models in reinforcement learning, improving long-term decision-making beyond short generation windows.

New AGD-MBRL approach uses advantage estimates to guide diffusion models in reinforcement learning, improving long-term decision-making beyond short generation windows.

Researchers introduce Advantage-Guided Diffusion for Model-Based Reinforcement Learning (AGD-MBRL) to address compounding errors in autoregressive world models

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