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ATAL
2007
Springer
15 years 4 months ago
Preservation of obligations in a temporal and deontic framework
We study logical properties that concern the preservation of futuredirected obligations that have not been fulfilled yet. Our starting point is a product of temporal and deontic ...
Jan Broersen, Julien Brunel
96
Voted
ATAL
2007
Springer
15 years 4 months ago
Reducing the complexity of multiagent reinforcement learning
It is known that the complexity of the reinforcement learning algorithms, such as Q-learning, may be exponential in the number of environment’s states. It was shown, however, th...
Andriy Burkov, Brahim Chaib-draa
116
Voted
ATAL
2007
Springer
15 years 2 months ago
On discovery and learning of models with predictive representations of state for agents with continuous actions and observations
Models of agent-environment interaction that use predictive state representations (PSRs) have mainly focused on the case of discrete observations and actions. The theory of discre...
David Wingate, Satinder P. Singh
82
Voted
ATAL
2007
Springer
15 years 2 months ago
Temporal linear logic as a basis for flexible agent interactions
Interactions between agents in an open system such as the Internet require a significant degree of flexibility. A crucial aspect of the development of such methods is the notion o...
Duc Quang Pham, James Harland
ATAL
2007
Springer
15 years 2 months ago
Reputation in the joint venture game
In many settings, agents need to identify competent partners to assist them in accomplishing tasks. Direct experience may not provide sufficient data to learn the competence of ot...
Philip Hendrix, Barbara J. Grosz