Sciweavers

AAAI
2015
10 years 1 months ago
SCRAM: Scalable Collision-avoiding Role Assignment with Minimal-Makespan for Formational Positioning
Teams of mobile robots often need to divide up subtasks efficiently. In spatial domains, a key criterion for doing so may depend on distances between robots and the subtasks’ l...
Patrick MacAlpine, Eric Price, Peter Stone
AAAI
2015
10 years 1 months ago
Improving Exploration in UCT Using Local Manifolds
Monte Carlo planning has been proven successful in many sequential decision-making settings, but it suffers from poor exploration when the rewards are sparse. In this paper, we im...
Sriram Srinivasan, Erik Talvitie, Michael H. Bowli...
AAAI
2015
10 years 1 months ago
A Neural Probabilistic Model for Context Based Citation Recommendation
Automatic citation recommendation can be very useful for authoring a paper and is an AI-complete problem due to the challenge of bridging the semantic gap between citation context...
Wenyi Huang, Zhaohui Wu, Liang Chen, Prasenjit Mit...
AAAI
2015
10 years 1 months ago
Handling Uncertainty in Answer Set Programming
We present a probabilistic extension of logic programs under the stable model semantics, inspired by the concept of Markov Logic Networks. The proposed language takes advantage of...
Yi Wang, Joohyung Lee
AAAI
2015
10 years 1 months ago
Automated Analysis of Commitment Protocols Using Probabilistic Model Checking
Commitment protocols provide an effective formalism for the regulation of agent interaction. Although existing work mainly focus on the design-time development of static commitmen...
Akin Günay, Songzheng Song, Yang Liu, Jie Zha...