Autonomous Bidding Agents : Strategies and Lessons from the Trading Agent Competition.
- 1st ed.
- 1 online resource (251 pages)
- Intelligent Robotics and Autonomous Agents Series .
- Intelligent Robotics and Autonomous Agents Series .
Intro -- Contents -- Preface -- 1 Introduction -- 2 The TAC Travel-Shopping Game -- 3 Bidding in InterdependentMarkets -- 4 Price Prediction -- 5 Bidding with Price Predictions -- 6 Machine Learning and Adaptivity -- 7 Market-Specific Bidding Strategies -- 8 Experimental Methods and Strategic Analysis -- 9 Conclusion -- A Tournament Data -- B Integer Linear Programming Formulations -- References -- Citation Index -- Subject Index.
Overview and analysis of algorithmic advances developed within an integrated bidding agent architecture that emerged from recent research in a growing domain of AI.