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ATAL
2007
Springer
15 years 6 months ago
Policy recognition for multi-player tactical scenarios
This paper addresses the problem of recognizing policies given logs of battle scenarios from multi-player games. The ability to identify individual and team policies from observat...
Gita Sukthankar, Katia P. Sycara
ATAL
2007
Springer
15 years 6 months ago
A near-optimal strategy for a heads-up no-limit Texas Hold'em poker tournament
We analyze a heads-up no-limit Texas Hold’em poker tournament with a fixed small blind of 300 chips, a fixed big blind of 600 chips and a total amount of 8000 chips on the tab...
Peter Bro Miltersen, Troels Bjerre Sørensen
ATAL
2007
Springer
15 years 6 months ago
Transfer via inter-task mappings in policy search reinforcement learning
The ambitious goal of transfer learning is to accelerate learning on a target task after training on a different, but related, source task. While many past transfer methods have f...
Matthew E. Taylor, Shimon Whiteson, Peter Stone
ATAL
2007
Springer
15 years 6 months ago
Regret based dynamics: convergence in weakly acyclic games
Regret based algorithms have been proposed to control a wide variety of multi-agent systems. The appeal of regretbased algorithms is that (1) these algorithms are easily implement...
Jason R. Marden, Gürdal Arslan, Jeff S. Shamm...
ATAL
2007
Springer
15 years 6 months ago
On Revenue-Optimal Dynamic Auctions for Bidders with Interdependent Values
In a dynamic market, being able to update one’s value based on information available to other bidders currently in the market can be critical to having profitable transactions. ...
Florin Constantin, David C. Parkes
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