Philipp Rohlfshagen

Computer Science · Physical Sciences

17h-index3.7kcitations37works0.02yr avg
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Research Topics

Metaheuristic Optimization Algorithms Research(18), Artificial Intelligence in Games(13), Evolutionary Algorithms and Applications(12), Advanced Multi-Objective Optimization Algorithms(7), Digital Games and Media(7)

Publications37 total

<i>Pac-Man</i> Conquers Academia: Two Decades of Research Using a Classic Arcade Game
IEEE Transactions on Games·2017· 36 citedOpen Access
Predicting Dominance Rankings for Score-Based Games
IEEE Transactions on Computational Intelligence and AI in Games·2014· 15 cited
Automated Map Generation for the Physical Traveling Salesman Problem
IEEE Transactions on Evolutionary Computation·2013· 19 cited
Rolling horizon evolution versus tree search for navigation in single-player real-time games
2013· 90 cited
Solving the Physical Traveling Salesman Problem: Tree Search and Macro Actions
IEEE Transactions on Computational Intelligence and AI in Games·2013· 52 cited
Evolutionary Dynamic Optimization: Challenges and Perspectives
Studies in computational intelligence·2013· 8 cited
Theoretical Advances in Evolutionary Dynamic Optimization
Studies in computational intelligence·2013· 2 cited
Monte Carlo Tree Search: Long-term versus short-term planning
2012· 10 cited
Evaluating the enjoyability of the ghosts in Ms Pac-Man
2012· 7 cited
Dynamic Combinatorial Optimization Problems: A Fitness Landscape Analysis
Studies in computational intelligence·2012· 9 cited
The physical travelling salesman problem: WCCI 2012 competition
2012· 43 cited
Towards more intelligent adaptive video game agents
2012
A Survey of Monte Carlo Tree Search Methods
IEEE Transactions on Computational Intelligence and AI in Games·2012· 2.9k cited
Monte-Carlo Tree Search for the Physical Travelling Salesman Problem
Lecture notes in computer science·2012· 27 cited
Evolutionary mechanics: new engineering principles for the emergence of flexibility in a dynamic and uncertain world
Natural Computing·2011· 13 citedOpen Access
Learning non-random moves for playing Othello: Improving Monte Carlo Tree Search
2011· 22 cited
Ms Pac-Man versus Ghost Team CEC 2011 competition
2011· 65 cited
A Hybrid Ant Colony Optimization Algorithm for the Extended Capacitated Arc Routing Problem
IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)·2011· 69 cited
Evolutionary Mechanics: new engineering principles for the emergence of flexibility in a dynamic and uncertain world
arXiv (Cornell University)·2011· 2 citedOpen Access
Flexible Latching: A Biologically-Inspired Mechanism for Improving the Management of Homeostatic Goals
Cognitive Computation·2010· 11 cited
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Frequent Co-authors

Xin Yao(13), Simon M. Lucas(12), Diego Pérez-Liébana(9), John A. Bullinaria(6), Spyridon Samothrakis(5), James M. Whitacre(3), Axel Bender(3), Joanna J. Bryson(3), Edward J. Powley(2), Daniel Whitehouse(2), Peter Cowling(2), Per Kristian Lehre(2), Lining Xing(2), Yingwu Chen(2), Cameron Browne(1), Stephen Tavener(1), Simon Colton(1), Jialin Liu(1), David Robles(1), Julian Togelius(1)