{"paper":{"title":"ATTac-2000: An Adaptive Autonomous Bidding Agent","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.AI","authors_text":"M. Kearns, M. L. Littman, P. Stone, S. Singh","submitted_at":"2011-06-03T14:55:42Z","abstract_excerpt":"The First Trading Agent Competition (TAC) was held from June    22nd to July 8th, 2000.  TAC was designed to create a benchmark    problem in the complex domain of e-marketplaces and to motivate    researchers to apply unique approaches to a common task.  This article    describes ATTac-2000, the first-place finisher in TAC.  ATTac-2000    uses a principled bidding strategy that includes several elements of    adaptivity.  In addition to the success at the competition, isolated    empirical results are presented indicating the robustness and    effectiveness of ATTac-2000's adaptive strategy."},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1106.0678","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"}