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      "statement": "# DORA no-press Diplomacy learning from scratch\n\nCombines neural Nash-style value iteration, policy-proposal restrictions and double-oracle action discovery for self-play in large simultaneous-action no-press Diplomacy.\n\n## Scientific scope\n\nKnown transitions and approximate restricted stage-game solving are used. Regret matching's Nash guarantees apply to two-player zero-sum and special classes, not full seven-player Diplomacy; no certified global equilibrium or human-compatible communication is claimed.\n\n## Reading status\n\nThis is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.\n\n## People and systems\n\nAnton Bakhtin; David Wu; Adam Lerer; Noam Brown\n\nSource-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.\n\n\n\n## Original sources\n\n- [No-Press Diplomacy from Scratch](https://arxiv.org/pdf/2110.02924v1)\n",
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