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» Maximal Introspection of Agents
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AAAI
2007
15 years 18 days ago
Active Imitation Learning
Imitation learning, also called learning by watching or programming by demonstration, has emerged as a means of accelerating many reinforcement learning tasks. Previous work has s...
Aaron P. Shon, Deepak Verma, Rajesh P. N. Rao
107
Voted
IAT
2010
IEEE
14 years 8 months ago
Selecting Operator Queries Using Expected Myopic Gain
When its human operator cannot continuously supervise (much less teleoperate) an agent, the agent should be able to recognize its limitations and ask for help when it risks making...
Robert Cohn, Michael Maxim, Edmund H. Durfee, Sati...
AAAI
2004
14 years 11 months ago
Intelligent Systems Demonstration: The Secure Wireless Agent Testbed (SWAT)
We will demonstrate the Secure Wireless Agent Testbed (SWAT), a unique facility developed at Drexel University to study integration, networking and information assurance for next-...
Gustave Anderson, Andrew Burnheimer, Vincent A. Ci...
AAAI
1998
14 years 11 months ago
Leveled Commitment Contracts with Myopic and Strategic Agents
In automated negotiation systems consisting of self-interested agents, contracts have traditionally been binding, i.e., impossible to breach. Such contracts do not allow the agent...
Martin Andersson, Tuomas Sandholm
77
Voted
ATAL
2006
Springer
15 years 2 months ago
MDPOP: faithful distributed implementation of efficient social choice problems
We model social choice problems in which self interested agents with private utility functions have to agree on values for a set of variables subject to side constraints. The goal...
Adrian Petcu, Boi Faltings, David C. Parkes