Autonomous Bidding Agents: Strategies and Lessons from the Trading Agent Competition (Intelligent Robotics and Autonomous Agents)
Decision-theoretic bidding based on learned density models in simultaneous, interacting auctions
Journal of Artificial Intelligence Research
Exploring bidding strategies for market-based scheduling
Decision Support Systems - Special issue: The fourth ACM conference on electronic commerce
RoxyBot-06: stochastic prediction and optimization in TAC travel
Journal of Artificial Intelligence Research
Trading Agents
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We present a computationally feasible method for predicting joint probability distributions over auction clearing prices, together with a bidding heuristic that exploits these price predictions. We demonstrate experimentally that our heuristic outperforms the state-of-the-art heuristic for bidding in simultaneous, second-price, sealed-bid (SimSPSB) auctions.