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Preference optimization as probabilistic inference.arXiv e-prints, pages arXiv–2410, 2024

2 Pith papers cite this work. Polarity classification is still indexing.

2 Pith papers citing it

fields

cs.AI 1 cs.LG 1

years

2026 1 2025 1

representative citing papers

Training Agents Inside of Scalable World Models

cs.AI · 2025-09-29 · conditional · novelty 7.0

Dreamer 4 is the first agent to obtain diamonds in Minecraft from only offline data by reinforcement learning inside a scalable world model that accurately predicts game mechanics.

Delightful Distributed Policy Gradient

cs.LG · 2026-03-20 · unverdicted · novelty 6.0

Delightful Policy Gradient gates updates with advantage times surprisal to suppress rare failures while preserving rare successes in distributed RL with stale or buggy data.

citing papers explorer

Showing 2 of 2 citing papers.

  • Training Agents Inside of Scalable World Models cs.AI · 2025-09-29 · conditional · none · ref 29

    Dreamer 4 is the first agent to obtain diamonds in Minecraft from only offline data by reinforcement learning inside a scalable world model that accurately predicts game mechanics.

  • Delightful Distributed Policy Gradient cs.LG · 2026-03-20 · unverdicted · none · ref 1

    Delightful Policy Gradient gates updates with advantage times surprisal to suppress rare failures while preserving rare successes in distributed RL with stale or buggy data.