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101
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WSC
1994
15 years 2 months ago
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Whether designing a new system or modifying an existing one, engineers want to take the guesswork out of finding the best possible solution. While there are many analysis methods ...
Matthew W. Rohrer
101
Voted
IJCAI
1989
15 years 1 months ago
A Critique of the Valiant Model
This paper considers the Valiant framework as it is applied to the task of learning logical concepts from random examples. It is argued that the current interpretation of this Val...
Wray L. Buntine
AIIDE
2009
15 years 1 months ago
Using Semantics to Improve the Design of Game Worlds
Design of game worlds is becoming more and more laborintensive because of the increasing demand and complexity of content. This is being partially addressed by developing semi-aut...
Tim Tutenel, Ruben Michaël Smelik, Rafael Bid...
ATAL
2010
Springer
15 years 1 months ago
Combining manual feedback with subsequent MDP reward signals for reinforcement learning
As learning agents move from research labs to the real world, it is increasingly important that human users, including those without programming skills, be able to teach agents de...
W. Bradley Knox, Peter Stone
103
Voted
ATAL
2010
Springer
15 years 1 months ago
Collective decision-making in multi-agent systems by implicit leadership
Coordination within decentralized agent groups frequently requires reaching global consensus, but typical hierarchical approaches to reaching such decisions can be complex, slow, ...
Chih-Han Yu, Justin Werfel, Radhika Nagpal
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