Learning from Failure: Towards Balance-Aware Robotaxi Fleet Deployment via Multiagent Reinforcement Learning.

Vicki H. Allan http://www.cs.usu.edu/~allanv/Vicki/vicki.html https://orcid.org/0000-0001-9563-1347 https://www.wikidata.org/entity/Q130802273 Jiyao Li Vicki H. Allan Learning from Failure: Towards Balance-Aware Robotaxi Fleet Deployment via Multiagent Reinforcement Learning. 374-384 2026 ICAART (1) https://doi.org/10.5220/0014318300004052 conf/icaart/2026-1 db/conf/icaart/icaart2026-1.html#LiA26 Jiyao Li Vicki H. Allan Supply-Demand Balancing and Fairness Enhancement in Ride-Sharing Services: A Graph Reinforcement Learning Based Approach. 91-99 2024 AIIoT https://doi.org/10.1109/AIIoT61789.2024.10579024 conf/aiiot/2024 db/conf/aiiot/aiiot2024.html#LiA24 Jiyao Li Vicki H. Allan Agent Guidance in Autonomous Mobility on Demand Systems: An Approach Utilizing Priority Double Deep-Q-Networks. 291-300 2024 CCWC https://doi.org/10.1109/CCWC60891.2024.10427616 conf/ccwc/2024 db/conf/ccwc/ccwc2024.html#LiA24 Jiyao Li Vicki H. Allan Multiple Agents Dispatch via Batch Synchronous Actor Critic in Autonomous Mobility on Demand Systems. 198-209 2024 ICAART (2) https://doi.org/10.5220/0012351700003636 conf/icaart/2024-2 db/conf/icaart/icaart2024-2.html#LiA24 Jiyao Li Vicki H. Allan T-Balance: A Unified Mechanism for Taxi Scheduling in a City-scale Ride-sharing Service. 458-465 2022 ICAART (2) https://doi.org/10.5220/0010884100003116 conf/icaart/2022-2 db/conf/icaart/icaart2022-2.html#LiA22 Jiyao Li Vicki H. Allan Where to go: Agent Guidance with Deep Reinforcement Learning in A City-Scale Online Ride-Hailing Service. 1943-1948 2022 ITSC https://doi.org/10.1109/ITSC55140.2022.9921747 conf/itsc/2022 db/conf/itsc/itsc2022.html#LiA22

Jiyao Li Vicki H. Allan Where to go: Agent Guidance with Deep Reinforcement Learning in A City-Scale Online Ride-Hailing Service. 2022 abs/2212.05742 CoRR https://doi.org/10.48550/arXiv.2212.05742 db/journals/corr/corr2212.html#abs-2212-05742

Kamilia Ahmadi Vicki H. Allan Practical City Scale Stochastic Path Planning with Pre-computation. 315-339 2021 ICAART (Revised Selected Papers) https://doi.org/10.1007/978-3-031-10161-8_17 conf/icaart/2021s db/conf/icaart/icaart2021s.html#AhmadiA21b Kamilia Ahmadi Vicki H. Allan Scalable Stochastic Path Planning under Congestion. 454-463 2021 ICAART (2) https://doi.org/10.5220/0010394104540463 conf/icaart/2021-2 db/conf/icaart/icaart2021-2.html#AhmadiA21 Kamilia Ahmadi Vicki H. Allan Congestion-Aware Stochastic Path Planning and Its Applications in Real World Navigation. 947-956 2021 ICAART (2) https://doi.org/10.5220/0010267009470956 conf/icaart/2021-2 db/conf/icaart/icaart2021-2.html#AhmadiA21a Kamilia Ahmadi Vicki H. Allan Smart City: Application of Multi-agent Reinforcement Learning Systems in Adaptive Traffic Management. 1-7 2021 ISC2 https://doi.org/10.1109/ISC253183.2021.9562951 conf/isc2/2021 db/conf/isc2/isc2021.html#AhmadiA21 Jiyao Li Vicki H. Allan Balancing Taxi Distribution in A City-Scale Dynamic Ridesharing Service: A Hybrid Solution Based on Demand Learning. 1-8 2020 ISC2 https://doi.org/10.1109/ISC251055.2020.9239033 conf/isc2/2020 db/conf/isc2/isc2020.html#LiA20

Jiyao Li Vicki H. Allan Balancing Taxi Distribution in City-Scale Dynamic Ridesharing Service: A Hybrid Solution Based on Demand Learning. 2020 abs/2008.05890 CoRR https://arxiv.org/abs/2008.05890 db/journals/corr/corr2008.html#abs-2008-05890

Patrick Neary Vicki H. Allan Plug and Play Deep Convolutional Neural Networks. 388-395 2019 ICAART (2) https://doi.org/10.5220/0007255103880395 conf/icaart/2019-2 db/conf/icaart/icaart2019-2.html#NearyA19 Jiyao Li Vicki H. Allan A Ride-Matching Strategy For Large Scale Dynamic Ridesharing Services Based on Polar Coordinates. 449-453 2019 SMARTCOMP https://doi.org/10.1109/SMARTCOMP.2019.00086 conf/smartcomp/2019 db/conf/smartcomp/smartcomp2019.html#LiA19

Jiyao Li Vicki H. Allan A Ride-Matching Strategy For Large Scale Dynamic Ridesharing Services Based on Polar Coordinates. 2019 abs/1906.03394 CoRR http://arxiv.org/abs/1906.03394 db/journals/corr/corr1906.html#abs-1906-03394

Ramoni O. Lasisi Vicki H. Allan False-Name Manipulation in Weighted Voting Games: Empirical and Theoretical Analysis. 478-506 2017 33 Comput. Intell. 3 https://doi.org/10.1111/coin.12096 db/journals/ci/ci33.html#LasisiA17

Kamilia Ahmadi Vicki H. Allan Trust-Based Decision Making in a Self-Adaptive Agent Organization. 10:1-10:25 2016 11 ACM Trans. Auton. Adapt. Syst. 2 https://doi.org/10.1145/2839302 db/journals/taas/taas11.html#AhmadiA16

Kamilia Ahmadi Vicki H. Allan Checking the Reliability of Information Sources in Recommendation Based Trust Decision Making. 367-382 2015 PRIMA https://doi.org/10.1007/978-3-319-25524-8_23 conf/prima/2015 db/conf/prima/prima2015.html#AhmadiA15 Ramoni O. Lasisi Vicki H. Allan New Bounds on False-Name Manipulations in Weighted Voting Games. 2014 FLAIRS http://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS14/paper/view/7776 conf/flairs/2014 db/conf/flairs/flairs2014.html#LasisiA14 Ramoni O. Lasisi Vicki H. Allan Experimental Evaluation of the Effects of Manipulation by Merging in Weighted Voting Games. 196-203 2013 ICAART (1) conf/icaart/2013-1 db/conf/icaart/icaart2013-1.html#LasisiA13 Kamilia Ahmadi Vicki H. Allan Efficient Self Adapting Agent Organizations. 294-303 2013 ICAART (1) conf/icaart/2013-1 db/conf/icaart/icaart2013-1.html#AhmadiA13 Kyle D. Feuz Vicki H. Allan Group Formation and Knowledge Sharing in Pedestrian Egress Simulation. 357-364 2013 ICAART (1) conf/icaart/2013-1 db/conf/icaart/icaart2013-1.html#FeuzA13 Chenguang Liu Heng-Da Cheng Vicki H. Allan Articulated human pose tracking based on game theory. 2553-2556 2013 ICIP https://doi.org/10.1109/ICIP.2013.6738526 conf/icip/2013 db/conf/icip/icip2013.html#LiuCA13

Ahmadreza Ghaffarizadeh Vicki H. Allan History Based Coalition Formation in Hedonic Context Using Trust. 2013 CoRR http://arxiv.org/abs/1308.3324 abs/1308.3324 db/journals/corr/corr1308.html#GhaffarizadehA13

Ramoni O. Lasisi Vicki H. Allan A Search-based Approach to Annexation and Merging in Weighted Voting Games. 44-53 2012 ICAART (2) conf/icaart/2012-2 db/conf/icaart/icaart2012-2.html#LasisiA12 Kyle D. Feuz Vicki H. Allan Simulating Pedestrian Route Selection with Imperfect Knowledge. 146-153 2012 ICAART (2) conf/icaart/2012-2 db/conf/icaart/icaart2012-2.html#FeuzA12 Kyle D. Feuz Vicki H. Allan Simulating Knowledge and Information in Pedestrian Egress. 246-253 2012 ICAART (2) conf/icaart/2012-2 db/conf/icaart/icaart2012-2.html#FeuzA12a Ramoni O. Lasisi Vicki H. Allan Manipulation of Weighted Voting Games via Annexation and Merging. 364-378 2012 ICAART (Revised Selected Papers) https://doi.org/10.1007/978-3-642-36907-0_24 conf/icaart/2012s db/conf/icaart/icaart2012s.html#LasisiA12a Daniel P. Stormont Vicki H. Allan A Comparison of Diplomacy Gameboard Graph Search Algorithms. 371-374 2012 ICAART (2) conf/icaart/2012-2 db/conf/icaart/icaart2012-2.html#StormontA12 Ramoni O. Lasisi Vicki H. Allan Annexations and Merging in Weighted Voting Games - The Extent of Susceptibility of Power Indices. 124-133 2011 ICAART (2) conf/icaart/2011-2 db/conf/icaart/icaart2011-2.html#LasisiA11 Udara C. Weerakoon Vicki H. Allan Influence of Neighborhood and Self Reorganization in Networked Agents. 376-379 2011 ICAART (2) conf/icaart/2011-2 db/conf/icaart/icaart2011-2.html#WeerakoonA11 Ramoni O. Lasisi Vicki H. Allan Manipulation of Weighted Voting Games and the Effect of Quota. 413-428 2011 ICAART (Revised Selected Papers) https://doi.org/10.1007/978-3-642-29966-7_27 conf/icaart/2011s db/conf/icaart/icaart2011s.html#LasisiA11a Vicki H. Allan Valerie Barr Dennis Brylow Susanne E. Hambrusch Computational thinking in high school courses. 390-391 2010 SIGCSE https://doi.org/10.1145/1734263.1734395 conf/sigcse/2010 db/conf/sigcse/sigcse2010.html#AllanBBH10 Levi Barton Vicki H. Allan Adapting to Changing Resource Requirements for Coalition Formation in Self-Organized Social Networks. 282-285 2008 IAT https://doi.org/10.1109/WIIAT.2008.121 https://doi.ieeecomputersociety.org/10.1109/WIIAT.2008.121 conf/iat/2008 db/conf/iat/iat2008.html#BartonA08 Vicki H. Allan Kevin Westwood Who Works Together in Agent Coalition Formation? 241-254 2007 conf/cia/2007 CIA https://doi.org/10.1007/978-3-540-75119-9_17 db/conf/cia/cia2007.html#AllanW07 Levi Barton Vicki H. Allan Methods for Coalition Formation in Adaptation-Based Social Networks. 285-297 2007 conf/cia/2007 CIA https://doi.org/10.1007/978-3-540-75119-9_20 db/conf/cia/cia2007.html#BartonA07 Levi Barton Vicki H. Allan Information Sharing in an Agent Organized Network. 89-92 2007 conf/iat/2007 IAT https://doi.org/10.1109/IAT.2007.93 https://doi.ieeecomputersociety.org/10.1109/IAT.2007.93 db/conf/iat/iat2007.html#BartonA07 Kevin Westwood Vicki H. Allan Heuristics for Dealing with a Shrinking Pie in Agent Coalition Formation. 537-546 2006 conf/iat/2006 IAT https://doi.org/10.1109/IAT.2006.72 https://doi.ieeecomputersociety.org/10.1109/IAT.2006.72 db/conf/iat/iat2006.html#WestwoodA06 Sreekanth S. Nemani Vicki H. Allan Agents and the algebra of emotion. 1076-1077 2003 conf/atal/2003 AAMAS https://doi.org/10.1145/860575.860803 db/conf/atal/aamas2003.html#NemaniA03 Pankaj B. Gupta Vicki H. Allan The Acyclic Bayesian Net Generator. 1429-1442 2003 conf/iicai/2003 IICAI db/conf/iicai/iicai2003.html#GuptaA03 Pankaj B. Gupta Vicki H. Allan Performance Analysis of an Acyclic Genetic approach to Learn Bayesian Network Structure. 1443-1456 2003 conf/iicai/2003 IICAI db/conf/iicai/iicai2003.html#GuptaA03a Vicki H. Allan Stephen J. Allan Software Pipelining. 689-738 2002 books/crc/Compiler02 The Compiler Design Handbook db/books/collections/CRCcompiler2002.html#AllanA02 https://doi.org/10.1201/9781420040579.ch18

Vicki H. Allan X. Chen Convert2Java: semi-automatic conversion of C to Java. 201-211 2001 18 Future Gener. Comput. Syst. 2 https://doi.org/10.1016/S0167-739X(00)00092-3 https://www.wikidata.org/entity/Q126778618 db/journals/fgcs/fgcs18.html#AllanC01

Vicki H. Allan Steven J. Beaty Bogong Su Philip H. Sweany Building a Retargetable Local Instruction Scheduler. 249-283 1998 28 Softw. Pract. Exp. 3 db/journals/spe/spe28.html#AllanBSS98 https://doi.org/10.1002/(SICI)1097-024X(199803)28:3<249::AID-SPE152>3.0.CO;2-X

Vicki H. Allan Reese B. Jones Randall M. Lee Stephen J. Allan Software Pipelining. 367-432 1995 27 ACM Comput. Surv. 3 db/journals/csur/csur27.html#AllanJLA95 https://doi.org/10.1145/212094.212131

Vicki H. Allan U. R. Shah K. M. Reddy Petri net versus modulo scheduling for software pipelining. 105-110 1995 conf/micro/1995 MICRO https://doi.org/10.1109/MICRO.1995.476817 https://doi.ieeecomputersociety.org/10.1109/MICRO.1995.476817 https://dl.acm.org/citation.cfm?id=225179 db/conf/micro/micro1995.html#AllanSR95 Mary Veronica Kolesar Vicki H. Allan Teaching computer science concepts and problem solving with a spreadsheet. 10-13 1995 conf/sigcse/1995 SIGCSE https://doi.org/10.1145/199688.199698 https://doi.org/10.1145/199691.199698 db/conf/sigcse/sigcse1995.html#KolesarA95

M. Rajagopalan Vicki H. Allan Specification of software pipelining using petri nets. 273-301 1994 22 Int. J. Parallel Program. 3 https://doi.org/10.1007/BF02577735 https://www.wikidata.org/entity/Q111899098 db/journals/ijpp/ijpp22.html#RajagopalanA94

Mantipragada Srinivas Alexandru Nicolau Vicki H. Allan An Approach to Combine Predicated/Speculative Execution for Programs with Unpredictable Branches. 147-156 1994 conf/ifipPACT/1994 IFIP PACT db/conf/ifipPACT/ifipPACT1994.html#SrinivasNA94 http://dl.acm.org/citation.cfm?id=713824 Vicki H. Allan M. R. O'Neill Software pipelining: A Genetic Algorithm Approach. 311-314 1994 conf/ifipPACT/1994 IFIP PACT db/conf/ifipPACT/ifipPACT1994.html#AllanO94 http://dl.acm.org/citation.cfm?id=713827 Vicki H. Allan M. Rajagopalan Randall M. Lee Software Pipelining: Petri Net Pacemaker. 15-26 1993 conf/ifip10-3/1993 Architectures and Compilation Techniques for Fine and Medium Grain Parallelism db/conf/ifip10-3/ifip10-3-1993.html#AllanRL93 http://dl.acm.org/citation.cfm?id=714365 M. Rajagopalan Vicki H. Allan Efficient scheduling of fine grain parallelism in loops. 2-11 1993 conf/micro/1993 MICRO https://doi.org/10.1109/MICRO.1993.282736 https://doi.ieeecomputersociety.org/10.1109/MICRO.1993.282736 https://dl.acm.org/citation.cfm?id=255239 db/conf/micro/micro1993.html#RajagopalanA93

Vicki H. Allan Bogong Su Pantung Wijaya Jian Wang 0046 Foresighted Instruction Scheduling Under Timing Constraints. 1169-1172 1992 41 IEEE Trans. Computers 9 db/journals/tc/tc41.html#AllanSWW92 https://doi.org/10.1109/12.165397 http://doi.ieeecomputersociety.org/10.1109/12.165397

Randall M. Lee Vicki H. Allan Advanced Software Pipelining and the Program Dependence Graph. 208-211 1992 conf/spdp/1992 SPDP db/conf/spdp/spdp92.html#LeeA92 https://doi.org/10.1109/SPDP.1992.242742 https://doi.ieeecomputersociety.org/10.1109/SPDP.1992.242742 Reese B. Jones Vicki H. Allan Software Pipelining: An Evaluation of Enhanced Pipelining. 82-92 1991 conf/micro/1991 MICRO https://doi.org/10.1145/123465.123481 db/conf/micro/micro91.html#JonesA91 Reese B. Jones Vicki H. Allan Software pipelining: a comparison and improvement. 46-56 1990 conf/micro/1990 MICRO https://dl.acm.org/citation.cfm?id=255248 db/conf/micro/micro1990.html#JonesA90 Christos A. Papachristou Vicki H. Allan Proceedings of the 23rd Annual Workshop and Symposium on Microprogramming and Microarchitecture, 1990, Orlando, Florida, USA, November 27-29, 1990 MICRO ACM/IEEE 1990 0-89791-413-9 http://dl.acm.org/citation.cfm?id=255237 https://www.computer.org/csdl/proceedings/micro/1990/2124/00/index.html db/conf/micro/micro1990.html Vicki H. Allan Peephole optimization as a targeting and coupling tool. 112-121 1989 conf/micro/1989 MICRO https://doi.org/10.1145/75362.75407 db/conf/micro/micro1989.html#Allan89a Pantung Wijaya Vicki H. Allan Incremental foresighted local compaction. 163-171 1989 conf/micro/1989 MICRO https://doi.org/10.1145/75362.75415 db/conf/micro/micro1989.html#WijayaA89 Vicki H. Allan Proceedings of the 22nd Annual Workshop and Symposium on Microprogramming and Microarchitecture, 1989, Dublin, Ireland, August 14-16, 1989 MICRO ACM/IEEE 1989 0-89791-324-8 http://dl.acm.org/citation.cfm?id=75362 db/conf/micro/micro1989.html

Vicki H. Allan Robert A. Mueller Compaction with General Timing. 595-599 https://doi.org/10.1109/32.6137 http://doi.ieeecomputersociety.org/10.1109/32.6137 1988 14 IEEE Trans. Software Eng. 5 db/journals/tse/tse14.html#AllanM88

Vicki H. Allan Data dependency graph bracing. 91-93 1988 conf/micro/1988 MICRO https://dl.acm.org/citation.cfm?id=62670 db/conf/micro/micro1988.html#Allan88 Vicki H. Allan Robert A. Mueller Phase coupling for horizontal microcode generation. 115-125 1987 conf/micro/1987 MICRO https://doi.org/10.1145/255305.255328 https://www.wikidata.org/entity/Q131118058 db/conf/micro/micro1987.html#AllanM87

Robert A. Mueller Vicki H. Allan Joseph Varghese The Complexity of Horizontal Word Encoding in Microprogrammed Machines. 938-939 1984 33 IEEE Trans. Computers 10 db/journals/tc/tc33.html#MuellerAV84 https://doi.org/10.1109/TC.1984.1676358 http://doi.ieeecomputersociety.org/10.1109/TC.1984.1676358

Robert A. Mueller Joseph Varghese Vicki H. Allan Global methods in the flow graph approach to retargetable microcode generation. 275-284 1984 MICRO https://dl.acm.org/citation.cfm?id=808236 conf/micro/1984 db/conf/micro/micro1984.html#MuellerVA84 Kamilia Ahmadi Stephen J. Allan Valerie Barr Levi Barton Steven J. Beaty Dennis Brylow X. Chen Heng-Da Cheng Kyle D. Feuz Ahmadreza Ghaffarizadeh Pankaj B. Gupta Susanne E. Hambrusch Reese B. Jones Mary Veronica Kolesar Ramoni O. Lasisi Randall M. Lee Jiyao Li Chenguang Liu Robert A. Mueller Patrick Neary Sreekanth S. Nemani Alexandru Nicolau M. R. O'Neill Christos A. Papachristou M. Rajagopalan K. M. Reddy U. R. Shah Mantipragada Srinivas Daniel P. Stormont Bogong Su Philip H. Sweany Joseph Varghese Jian Wang 0046 Udara C. Weerakoon Kevin Westwood Pantung Wijaya