Computer Science Department, University of Southern California (USC)
Henry Salvatori Computer Center (SAL) 312, 941 W 37th Street
Los Angeles, CA 90089-0781, USA
I am interested in intelligent systems that have to operate in large, nondeterministic, nonstationary or only partially known domains. Most of my research centers around techniques for decision making (planning and learning) that enable single situated agents (such as robots or decision-support systems) and teams of agents to act intelligently in their environments and exhibit goal-directed behavior in real-time, even if they have only incomplete knowledge of their environment, imperfect abilities to manipulate it, limited or noisy perception or insufficient reasoning speed. I believe that finding good solutions to these problems requires approaches that cut across many different fields and, consequently, my research draws on areas such as artificial intelligence, decision theory and operations research. Applications of my research include planetary exploration, supply-chain management, medicine, crisis management (such as oil-spill containment), robotics and real-time games (entertainment, serious games, training and simulation).
Carnegie Mellon University,
Computer Science Department, Pittsburgh (Pennsylvania)
Ph.D. in Computer Science, 1997, Thesis Topic: "Goal-Directed Acting with Incomplete Information"
Advisor: Simmons, Thesis Committee: Simmons, Mitchell, Moore, Korf (UCLA)
Carnegie Mellon University,
Computer Science Department, Pittsburgh (Pennsylvania)
M.S. in Computer Science (Area of Specialization: Artificial Intelligence), 1993
Advisor: Simmons
University of Hamburg,
Computer Science Department, Hamburg (Germany)
Diplom (German M.S.) in Computer Science (Area of Specialization: Compiler Construction), 1992
Advisor: Neumann
University of California at Berkeley,
Computer Science Department, Berkeley (California)
M.S. in Computer Science (Minor: Linguistics), 1991
Advisors: Russell and Norvig, Second Reader of Master's Thesis: Zadeh
University of Hamburg,
Business School, Hamburg (Germany)
Diplom (German M.S.) in Business Administration (Areas of Specialization: Marketing and EDP), 1991
Advisor: Preßmar, Second Reader of Master's Thesis: Hummeltenberg
University of Hamburg,
Business School, Hamburg (Germany)
Vordiplom (German B.S.) in Business Administration, 1987
University of Hamburg,
Computer Science Department, Hamburg (Germany)
Vordiplom (German B.S.) in Computer Science, 1986
Advisor of Honors Thesis: Schwenkel
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California Institute of Technology, Australian National University and NICTA, and University of California at Berkeley |
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Hyunju Lee, Analysis of Protein-Protein Interactions using Multiple Biological Data Sets, Chen (Proposal) |
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Steven Okamoto: The State of DCOP in LA: Relaxed, Tambe (Defense) |
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International Conference on Automated Planning and Scheduling (ICAPS) - PC: 62 |
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(3-Day) Symposium on Abstraction, Reformulation, and Approximation (SARA) - PC: 28 |
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International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS) |
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International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS) |
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IJCAI Workshop on Planning and Learning in A Priori Unknown or Dynamic Domains |
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AAAI Spring Symposium on Search Strategies for Problem Solving under Uncertainty and Incomplete Information |
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CUNY Collaborative Incentive Research Grant Program 2002; Israel Science Foundation, 2008; NASA Grant Proposal Reviewer: Space Technology 7 2001; National University of Singapore: Academic Research Fund 2005; NSERC Discovery Grant Program 2004; NSERC Canada Research Chair Program 2005, 2008; NSF Grant Review Panel 1998, 2000, 2005, 2x 2007.
Adaptive Behavior Journal 1996, 1999; Algorithmica 2002; Annals of Mathematics and Artificial Intelligence 2000, 2007; Artificial Intelligence Journal 1999, 2000 (3x), 2003 (2x), 2007 (2x), 2008; Autonomous Agents and Multi-Agent Systems Journal 1999, 2001 (2x), 2003, 2007; Autonomous Robots Journal 1997, 2000, 2003 (2x); Electronic Commerce Research Journal 2001; IEEE/ACM Transaction on Networking 2001; IEEE Transactions on Pattern Analysis and Machine Intelligence 1998; IEEE Transactions on Evolutionary Computation 2001; IEEE Transactions on Robotics 2004, 2005 (2x), 2006; IEEE Transactions on Robotics and Automation 1999 (2x), 2000, 2001 (3x); Information and Computation Journal 1998; International Journal of Robotics Research 2006, 2007 (2x), 2008; Journal of Artificial Intelligence Research (JAIR) 1994, 1996, 1998 (2x), 1999, 2000, 2003, 2004 (3x), 2005; Journal of the Association for Computing Machinery 1997, 2004; Journal of Field Robotics 2007; Machine Learning Journal 1993, 1994, 1998, 1999 (2x), 2000; Multiagent and Grid Systems 2008.
Australian Joint Conference on Artificial Intelligence 1999; Dagstuhl Seminar on Plan-Based Control of Robotic Agents 2001; International Conference on Artificial Intelligence Planning and Scheduling (AIPS) 1996; International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems (IEA/AIE) 1996; IEEE International Conference on Intelligent Robots and Systems (IROS) 2007, 2008; IEEE International Conference on Robotics and Automation (ICRA) 1996, 1997; International Conference on Tools for Artificial Intelligence (TAI) 1993; AAAI Conference on Artificial Intelligence (AAAI) 1993, 1996; Pacific Rim International Conference on Artificial Intelligence (PRICAI) 2000.
IROS Workshop on Algorithmic Motion Planning 2007 - USA (note: all talks in this IROS workshop were invited)
Americas School on Agents and Multiagent Systems 2006 - USA
ICAPS Summer School on Artificial Intelligence Planning 2006 - Great Britain (with Maxim Likhachev)
International Symposium on Artificial Intelligence and Mathematics 2006 (Invited Session on Search and Optimization Techniques and their Applications) - USA
Brazil Agents School 2005 - Brazil
Americas School on Agents and Multiagent Systems 2005 - USA
Hyderabad Multi-Agent Systems School 2004 - India
PLANET International Summer School on Artificial Intelligence Planning 2003 - Italy
IJCAI Workshop on Artificial Intelligence and Autonomic Computing 2003 - Mexico
Joint AAAI/KDD/UAI Workshop on Real-Time Decision Support and Diagnosis Systems 2002 - Canada
Dagstuhl Seminar on Plan-Based Control of Robotic Agents 2001 - Germany
International Conference on Automated Planning and Scheduling (Session on On-Line Planning and Execution) 2007- USA
AT&T Labs Research (Murray Hill) 1997; Australian National University (Australia) 2006; California Institute of Technology 2006 (2x), 2007 (2x); Carnegie Mellon University 2001, 2005, 2007; CSTAR at Andersen Consulting (Chicago) 1997; Columbia University 1997; Georgia Institute of Technology 1997; IBM T.J. Watson Research Center (New York) 2001; IIT Madras (India) 2004; Information Sciences Institute (Los Angeles) 2004; Iowa State University 1997; Jet Propulsion Laboratory (California Institute of Technology) 2002, 2005; Massachusetts Institute of Technology 1997; McGill University (Canada) 1997; Michigan State University 1997; Monash University (Australia) 2007 (2x); NASA Ames Research Center (Mountain View) 1997, 2002; Naval Research Laboratory (Navy Center for Applied Research in AI Seminar Series) 2001; NEC Research Institute (Princeton) 1997; Rensselaer Polytechnic Institute 1997; Stanford Research Institute International (Menlo Park) 1997; Stanford University 1997, 2002, 2004, 2008; University of Alberta (Canada) 2001, 2003 (3x), 2007; University of California at Berkeley 2002, 2007; University of California at Irvine 2002; University of California at Los Angeles 2002; University of Iowa 1997; University of Kansas 1997; University of New Mexico 1997; University of New South Wales (Australia) 2006; University of North Texas 1997; University of Southern California 2002, 2003; University of Sydney (Australia) 2007; University of Technology, Sydney (Australia) 2007; University of Washington 2002; University of Waterloo (Canada) 1997; University of West Florida 1997; York University (Canada) 1997.
Y. Liu, R. Goodwin, and S. Koenig, Risk-Sensitive Planning in Artificial Intelligence with Nonlinear Utility Functions, INFORMS Computing Society Conference (ICS), 2005.
S. Koenig, M. Berhault, W. Elmaghraby, P. Griffin, H. Huang, S. Jain, P. Keskinocak, A. Kleywegt, and M. Lagoudakis, Using Auctions for the Coordination of Robot Teams, INFORMS Computing Society Conference (ICS), 2005.
C. Tovey, S. Greenberg, W. Halliburton, S. Koenig, A. Mudgal, Y. Smirnov, and D. Vroon, Analysis of Robot Navigation Tasks and Methods, INFORMS Computing Society Conference (ICS), 2005. [Minipresentation].
M. Berhault, H. Huang, P. Keskinocak, S. Koenig, W. Elmaghraby, P. Griffin, and A. Kleywegt, Robot Exploration with Combinatorial Auctions, INFORMS Annual Meeting (INFORMS), 2003.
W. Elmaghraby, P. Griffin, P. Keskinocak, A. Kleywegt, and S. Koenig, The Dynamic Stochastic Newspaper Routing Problem, Triennial Conference of the International Federation of Operational Research Societies (IFORS), 2002.
B. Dias, S. Koenig and M. Lagoudakis (editors), Working Notes of the AAAI-06 Workshop on Auction-Based Robot Coordination, AAAI Press, 2006.
F. Dignum, V. Dignum, S. Koenig, S. Kraus, M. Singh and M. Wooldridge (editors), Proceedings of the International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), Volumes 1-4, ACM, 2005.
V. Bultiko and S. Koenig (editors), Proceedings of the IJCAI-05 Workshop on Planning and Learning in A Priori Unknown or Dynamic Domains, 2005.
S. Zilberstein, J. Koehler, and S. Koenig (editors), Proceedings of the International Conference on Automated Planning and Scheduling (ICAPS), AAAI Press, 2004.
S. Koenig and R. Holte (editors), Lecture Notes in Artificial Intelligence, 2371: Abstraction, Reformulation, and Approximation (SARA), Springer, 2002.
S. Koenig and R. Goodwin (editors), Proceedings of the AIPS-00 Workshop on Decision-Theoretic Planning, 2000.
W. Zhang and S. Koenig (editors), Proceedings of the AAAI-99 Workshop on Search Techniques for Problem Solving under Uncertainty and Incomplete Information, AAAI Press (SS-99-07), 1999.
S. Koenig, A. Blum, R. Korf, and T. Ishida (editors), Proceedings of the AAAI-97 Workshop on On-Line Search, AAAI Press (WS-97-10), 1997.
S. Koenig and X. Sun, Real-Time and Incremental Heuristic Search for Real-Time Situated Agents, Journal of Autonomous Agents and Multi-Agent Systems; 2008 (accepted).
A. Mudgal, C. Tovey, S. Greenberg and S. Koenig, Bounds on the Travel Cost of a Mars Rover Prototype Search Heuristic, SIAM Journal on Discrete Mathematics, Volume 19(2), pages 431-447, 2005.
C. Tovey, M. Lagoudakis, S. Jain and S. Koenig, The Generation of Bidding Rules for Auction-Based Robot Coordination, in: Multi-Robot Systems: From Swarms to Intelligent Automata, Volume 3, L. Parker, F. Schneider, and A. Schultz (editors), Springer, pages 3-14, 2005.
S. Koenig and M. Likhachev, Fast Replanning for Navigation in Unknown Terrain, Transactions on Robotics (and Automation), Volume 21(3), pages 354-363, 2005.
S. Koenig, M. Likhachev, and D. Furcy, Lifelong Planning A*, Artificial Intelligence Journal, Volume 155(1-2), pages 93-146, 2004.
J. Svennebring and S. Koenig, Building Terrain-Covering Ant Robots, Autonomous Robots, Volume 16(3), pages 313-332, 2004.
S. Koenig, M. Likhachev, Y. Liu and D. Furcy, Incremental Heuristic Search in Artificial Intelligence, Artificial Intelligence Magazine, Volume 25(2), pages 99-112, 2004.
S. Koenig, Y. Smirnov, and C. Tovey, Performance Bounds for Planning in Unknown Terrain, Artificial Intelligence Journal, Volume 147(1-2), pages 253-279, 2003.
S. Koenig and Y. Liu, The Interaction of Representations and Planning Objectives for Decision-Theoretic Planning Tasks, Journal of Experimental and Theoretical Artificial Intelligence, Volume 14, pages 303-326, 2002.
J. Svennebring and S. Koenig, Towards Building Terrain-Covering Ant Robots, Lecture Notes in Computer Science, Volume 2463: Ant Algorithms, M. Dorigo, G. Di Caro, and M. Sampels (editors), Springer, pages 202-215, 2002.
M. Likhachev and S. Koenig, Lifelong Planning for Mobile Robots, Lecture Notes in Artificial Intelligence, Volume 2466: Advances in Plan-Based Control of Robotic Agents, M. Beetz, J. Hertzberg, M. Ghallab, and M. Pollack (editors), Springer, pages 140-156, 2002.
S. Koenig, Minimax Real-Time Heuristic Search, Artificial Intelligence Journal, Volume 129(1-2), pages 165-197, 2001.
S. Koenig, B. Szymanski, and Y. Liu, Efficient and Inefficient Ant Coverage Methods, Annals of Mathematics and Artificial Intelligence - Special Issue on Ant Robotics, Volume 31, pages 41-76, 2001.
R. Simmons, R. Goodwin, S. Koenig, J. O'Sullivan, and G. Armstrong, Xavier: An Autonomous Mobile Robot on the Web, in: Beyond Webcams: An Introduction to Online Robots, K. Goldberg and R. Siegwart (editors), MIT Press, pages 81-97, 2001.
S. Koenig, Agent-Centered Search, Artificial Intelligence Magazine, Volume 22(4), pages 109-131, 2001.
R. Simmons, J. Fernandez, R. Goodwin, S. Koenig, and J. O'Sullivan, Lessons Learned from Xavier, IEEE Robotics and Automation Magazine, Volume 7(2), pages 33-39, 2000.
S. Koenig and R.G. Simmons, Xavier: A Robot Navigation Architecture Based on Partially Observable Markov Decision Process Models, invited book chapter in: Artificial Intelligence Based Mobile Robots: Case Studied of Successful Robot Systems, D. Kortenkamp, R. Bonasso, R. Murphy (editors), MIT Press, pages 91-122, 1998.
R.G. Simmons, R. Goodwin, K. Haigh, S. Koenig, J. O'Sullivan, Xavier: Experience with a Layered Robot Architecture, Sigart Bulletin, Volume 8(1-4), pages 22-33, 1997.
S. Koenig and R.G. Simmons, The Effect of Representation and Knowledge on Goal-Directed Exploration with Reinforcement-Learning Algorithms, Machine Learning, Volume 22(1-3), pages 227-250, 1996. Appeared also as a book chapter in: Recent Advances in Reinforcement Learning, L.P. Kaelbling (editors), Kluwer Academic Publishers, 1996.
S. Koenig, R. Goodwin, and R.G. Simmons, Robot Navigation with Markov Models: A Framework for Path Planning and Learning with Limited Computational Resources, Lecture Notes in Artificial Intelligence, Volume 1093: Reasoning with Uncertainty in Robotics, L. Dorst, M. van Lambalgen, and R. Voorbraak (editors), Springer, pages 322-337, 1996.
M. Lagoudakis and S. Koenig, Planning, Berkshire Encyclopedia of Human-Computer Interaction, W. Bainbridge (editors), Berkshire Publishing Group, pages 554-560, 2004.
D. Furcy and S. Koenig, STRIPS, Encyclopedia of Cognitive Science, Macmillan, 2002.
J. Marecki, S. Koenig and M. Tambe, A Fast Analytical Algorithm for Solving Markov Decision Processes with Real-Valued Resources, Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), pages 2536-2541, 2007.
S. Koenig, C. Tovey, X. Zheng and I. Sungur, Sequential Bundle-Bid Single-Sale Auction Algorithms for Decentralized Control, Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), pages 1359-1365, 2007 [Plenary Presentation].
X. Sun and S. Koenig, The Fringe-Saving A* Search Algorithm - A Feasibility Study, Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), pages 2391-2397, 2007 [Plenary Presentation].
A. Nash, K. Daniel, S. Koenig and A. Felner, Theta*: Any-Angle Path Planning on Grids, Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), pages 1177-1183, 2007.
P. Haslum, A. Botea, M. Helmert, A. Bonet and S. Koenig, Domain-Independent Construction of Pattern Database Heuristics for Cost-Optimal Planning, Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), pages 1007-1012, 2007.
Y. Liu and S. Koenig, Functional Value Iteration for Decision-Theoretic Planning with General Utility Functions, Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), pages 1186-1193, 2006.
S. Koenig, C. Tovey, M. Lagoudakis, V. Markakis, D. Kempe, P. Keskinocak, A. Kleywegt, A. Meyerson and S. Jain, The Power of Sequential Single-Item Auctions for Agent Coordination, Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), pages 1625-1629, 2006 [Nectar Paper].
D. Furcy and S. Koenig, Limited Discrepancy Beam Search, Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), pages 125-131, 2005.
Y. Liu and S. Koenig, Risk-Sensitive Planning with One-Switch Utility Functions: Value Iteration, Proceedings of the Twentieth AAAI Conference on Artificial Intelligence (AAAI), pages 993-999, 2005.
D. Furcy and S. Koenig, Scaling up WA* with Commitment and Diversity, Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), pages 1521-1522, 2005 [Poster Abstract, Acceptance Rate 1 out of 5].
Y. Liu, S. Koenig, and D. Furcy, Speeding Up the Calculation of Heuristics for Heuristic Search-Based Planning, Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), pages 484-491, 2002.
S. Koenig and M. Likhachev, D* Lite, Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), pages 476-483, 2002.
D. Furcy and S. Koenig, Speeding up the Convergence of Real-Time Search, Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), pages 891-897, 2000.
C. Tovey and S. Koenig, Gridworlds as Testbeds for Planning with Incomplete Information, Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), pages 819-824, 2000.
S. Koenig and B. Szymanski, Value-Update Rules for Real-Time Search, Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), pages 718-724, 1999.
S. Koenig and R.G. Simmons, Easy and Hard Testbeds for Real-Time Search Algorithms, Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), pages 279-285, 1996.
Y. Smirnov, S. Koenig, M.M. Veloso, and R.G. Simmons, Efficient Goal-Directed Exploration, Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), pages 292-297, 1996.
S. Koenig, Agent-Centered Search: Situated Search with Small Look-Ahead, Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), page 1365, 1996 [Student Abstract].
R. Simmons, S. Thrun, G. Armstrong, R. Goodwin, K. Haigh, S. Koenig, S. Mahamud, D. Nikovski, and J. O'Sullivan, Amelia, Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), page 1358, 1996 [Robot Competition Abstract].
S. Koenig and R.G. Simmons, Real-Time Search in Non-Deterministic Domains, Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), pages 1660-1667, 1995.
R. Simmons and S. Koenig, Probabilistic Robot Navigation in Partially Observable Environments, Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), pages 1080-1087, 1995.
S. Koenig and R.G. Simmons, Complexity Analysis of Real-Time Reinforcement Learning, Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), pages 99-105, 1993.
S. Koenig and M. Likhachev, A New Principle for Incremental Heuristic Search: Theoretical Results, Proceedings of the International Conference on Automated Planning and Scheduling (ICAPS), pages 402-405, 2006 [Poster Abstract].
Y. Liu and S. Koenig, Probabilistic Planning with Nonlinear Utility Functions, Proceedings of the International Conference on Automated Planning and Scheduling (ICAPS), pages 410-413, 2006 [Poster Abstract].
M. Likhachev and S. Koenig, A Generalized Framework for Lifelong Planning A*, Proceedings of the International Conference on Automated Planning and Scheduling (ICAPS), pages 99-108, 2005.
S. Koenig, D. Furcy, and C. Bauer, Heuristic Search-Based Replanning, Proceedings of the International Conference on Artificial Intelligence Planning Systems (AIPS), pages 294-301, 2002.
D. Furcy and S. Koenig, Combining Two Fast-Learning Real-Time Search Algorithms Yields Even Faster Learning, Proceedings of the European Conference in Planning (ECP), 2001.
S. Koenig and Y. Liu, Representations of Decision-Theoretic Planning Tasks, Proceedings of the International Conference on Artificial Intelligence Planning Systems (AIPS), pages 187-195, 2000.
S. Koenig and Y. Liu, Sensor Planning with Non-Linear Utility Functions, Lecture Notes in Artificial Intelligence, Volume 1809: Recent Advances in AI Planning (ECP), S. Biundo and M. Fox (editors), Springer, pages 265-277, 1999. Appeared also in: Proceedings of the AIPS-00 Workshop on Decision-Theoretic Planning, pages 88-92, 2000.
S. Koenig and R.G. Simmons, Solving Robot Navigation Problems with Initial Pose Uncertainty Using Real-Time Heuristic Search, Proceedings of the International Conference on Artificial Intelligence Planning Systems (AIPS), pages 145-153, 1998. A version of this paper appeared also as: S. Koenig, Software Demonstration: The Min-Max LRTA* Planning Software, Proceedings of the IJCAI-01 Workshop on Planning under Uncertainty and Incomplete Information, 2001.
S. Koenig and R.G. Simmons, How to Make Reactive Planners Risk-Sensitive, Proceedings of the International Conference on Artificial Intelligence Planning Systems (AIPS), pages 293-298, 1994.
Y. Liu and S. Koenig, An Exact Algorithm for Solving MDPs under Risk-Sensitve Planning Objectives with One-Switch Utility Functions, Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2008 (in print).
X. Zheng and S. Koenig, Reaction Functions for Task Allocation to Cooperative Agents, Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2008 (in print).
W. Yeoh, A. Felner and S. Koenig, BnB-ADOPT: An Asynchronous Branch-and-Bound DCOP Algorithm, Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2008 (in print). A version of this paper appeared also in: Proceedings of the Ninth International Workshop on Distributed Constraint Reasoning (DCR), 2007.
X. Sun, S. Koenig and W. Yeoh, Generalized Adaptive A*, Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2008 (in print).
W. Yeoh, S. Koenig and X. Sun, Trading Off Solution Cost for Smaller Runtime in DCOP Search Algorithms, Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2008 [Poster Abstract] (in print). A version of this paper appeared also in: Proceedings of the Tenth International Workshop on Distributed Constraint Reasoning (DCR), 2008 (in print).
S. Koenig, M. Likhachev and X. Sun, Speeding up Moving-Target Search, Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2007.
S. Koenig and M. Likhachev, Real-Time Adaptive A*, Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS), pages 281-288, 2006 (plenary presentation). Appeared also in: Proceedings of the AAAI-06 Workshop on Learning for Search, pages 57-64, 2006.
S. Ali, S. Koenig, and M. Tambe, Preprocessing Techniques for Accelerating the DCOP Algorithm ADOPT, Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS), pages 1041-1048, 2005. Appeared also in: Proceedings of the International Workshop on Distributed Constraint Reasoning (DCR), 2004.
S. Koenig and M. Likhachev, Adaptive A*, Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS), pages 1311-1312, 2005 [Poster Abstract].
S. Koenig, A Comparison of Fast Search Methods for Real-Time Situated Agents, Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS), pages 864-871, 2004.
Y. Liu, R. Goodwin, and S. Koenig, Risk-Averse Auction Agents, Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS), pages 353-360, 2003.
S. Koenig and Y. Liu, Terrain Coverage with Ant Robots: A Simulation Study, Proceedings of the Autonomous Agents (Agents), pages 600-607, 2001.
S. Koenig, Planning-Task Transformations for Soft Deadlines, Lecture Notes in Artificial Intelligence, Volume 1986, Intelligent Agents VII - Agent Theories, Architectures, and Languages (ATAL), C. Castelfranchi and Y. Lesperance (editors), Springer, pages 305-319, 2000.
R. Simmons, R. Goodwin, K. Haigh, S. Koenig, J. O'Sullivan, A Layered Architecture for Office Delivery Robots, Proceedings of the International Conference on Autonomous Agents (Agents), pages 245-252, 1997.
Y. Liu and S. Koenig, Existence and Finiteness Conditions for Risk-Sensitive Planning: Results and Conjectures, Proceedings of the International Conference on Uncertainty in Artificial Intelligence (UAI), pages 354-363, 2005. A version of this paper appeared also as: Y. Liu and S. Koenig, Existence and Finiteness Conditions for Risk-Sensitive Planning: First Results, Proceedings of the AAAI-04 Workshop on Learning and Planning in Markov Processes - Advances and Challenges, pages 49-54, 2004.
A. Mudgal, C. Tovey, and S. Koenig, Analysis of Greedy Robot-Navigation Methods, Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2004.
M. Likhachev and S. Koenig, Speeding Up the Parti-Game Algorithm, Advances in Neural Information Processing Systems (NIPS), MIT Press, pages 1563-1570, 2003.
S. Koenig and M. Likhachev, Incremental A*, Advances in Neural Information Processing Systems (NIPS), MIT Press, pages 1539-1546, 2002 [Spotlight Presentation].
S. Koenig, Exploring Unknown Environments with Real-Time Search and Reinforcement Learning, Advances in Neural Information Processing Systems (NIPS), M. Kearns, S. Solla, and D. Cohn (editors), MIT Press, pages 1003-1009, 1999.
S. Koenig and R.G. Simmons, Passive Distance Learning for Robot Navigation, Proceedings of the International Conference on Machine Learning (ICML), pages 266-274, 1996. Appeared also in: Proceedings of the International Workshop on Learning for Autonomous Robots (ROBOLEARN), pages 64-72, 1996.
S. Koenig and Y. Smirnov, Graph Learning with a Nearest Neighbor Approach, Proceedings of the Annual ACM Conference on Computational Learning Theory (COLT), pages 19-28, 1996.
S. Koenig and R.G. Simmons, Risk-Sensitive Planning with Probabilistic Decision Graphs, Proceedings of the International Conference on Principles of Knowledge Representation and Reasoning (KR), pages 363-373, 1994.
S. Ali, M. Tambe, and S. Koenig, Preprocessing Techniques for Distributed Constraint Optimization, Proceedings of the International Conference on Principles and Practice of Constraint Programming (CP), pages 706-710, 2004 [Short Paper].
M. Likhachev and S. Koenig, Incremental Heuristic Search in Games: The Quest for Speed, Proceedings of the Artificial Intelligence and Interactive Digital Entertainment Conference (AIIDE), pages 118-120, 2006 [Poster Paper].
A. Atrash and S. Koenig, Probabilistic Planning for Behavior-Based Robots, Proceedings of the International FLAIRS conference (FLAIRS), pages 531-535, 2001.
S. Koenig and Y. Liu, Simulating High-Stake Decisions, Proceedings of the Conference on Computer Generated Forces and Behavioral Representation (