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AADEBUG
2005
Springer
16 years 25 days ago
Automated bug isolation via program chipping
This paper introduces program chipping, a simple yet effective technique to isolate bugs. This technique automatically removes or chips away parts of a program so that the part t...
Chad D. Sterling, Ronald A. Olsson
AISADM
2005
Springer
16 years 25 days ago
Evolving Agents: Communication and Cognition
Computer programming of complex systems is a time consuming effort. Results are often brittle and inflexible. Evolving, self-learning flexible multi-agent systems remain a distant ...
Leonid I. Perlovsky
ARCS
2005
Springer
16 years 25 days ago
Adaptive Object Acquisition
We propose an active vision system for object acquisition. The core of our approach is a reinforcement learning module which learns a strategy to scan an object. The agent moves a...
Gabriele Peters, Claus-Peter Alberts, Markus Bries...
ATAL
2005
Springer
16 years 25 days ago
Reasoning about joint beliefs for execution-time communication decisions
Just as POMDPs have been used to reason explicitly about uncertainty in single-agent systems, there has been recent interest in using multi-agent POMDPs to coordinate teams of age...
Maayan Roth, Reid G. Simmons, Manuela M. Veloso
ATAL
2005
Springer
16 years 25 days ago
Improving reinforcement learning function approximators via neuroevolution
Reinforcement learning problems are commonly tackled with temporal difference methods, which use dynamic programming and statistical sampling to estimate the long-term value of ta...
Shimon Whiteson
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