Dr Archie Chapman

Postdoctoral Research Associate

J03 - Electrical Engineering Building
The University of Sydney

Telephone +61 2 9036 9118
Fax +61 2 9351 6409

Selected publications

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Journals

  • Chapman, A., Leslie, D., Rogers, A., Jennings, N. (2013). Convergent Learning Algorithms for Unknown Reward Games. SIAM Journal on Control and Optimization, 51(4), 3154-3180. [More Information]
  • Scerri, P., Kannan, B., Velagapudi, P., MacArthur, K., Stone, P., Taylor, M., Dolan, J., Farinelli, A., Chapman, A., Dias, B., et al (2012). Flood disaster mitigation: A real-world challenge problem for multi-agent unmanned surface vehicles. Lecture Notes in Computer Science (LNCS), 7068, 252-269.
  • Chapman, A., Rogers, A., Jennings, N., Leslie, D. (2011). A unifying framework for iterative approximate best-response algorithms for distributed constraint optimization problems. Knowledge Engineering Review, 26(4), 411-444. [More Information]
  • Chapman, A., Rogers, A., Jennings, N. (2011). Benchmarking hybrid algorithms for distributed constraint optimisation games. Autonomous Agents and Multi-agent Systems, 22(3), 385-414. [More Information]
  • Chapman, A., Micillo, R., Kota, R., Jennings, N. (2010). Decentralized Dynamic Task Allocation Using Overlapping Potential Games. The Computer Journal, 53(9), 1462-1477. [More Information]

Conferences

  • Chapman, A., Verbic, G., Hill, D. (2013). A healthy dose of reality for game-theoretic approaches to residential demand response. Bulk Power System Dynamics and Control - IX Optimization, Security and Control of the Emerging Power Grid (IREP 2013), Piscataway, NJ: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Tran-Thanh, L., Chapman, A., Rogers, A., Jennings, N. (2012). Knapsack Based Optimal Policies for Budget-Limited Multi-Armed Bandits. 26th AAAI Conference on Artificial Intelligence AAAI 2012, Palo Alto: Association for the Advancement of Artificial Intelligence.
  • Chapman, A., Williamson, S., Jennings, N. (2011). Filtered Fictitious Play for Perturbed Observation Potential Games and Decentralised POMDPs. 27th Conference on Uncertainty in Artificial Intelligence UAI 2011, United States: AUAI Press.
  • Tran-Thanh, L., Polukarov, M., Chapman, A., Rogers, A., Jennings, N. (2011). On the Existence of Pure Strategy Nash Equilibria in Integer–Splittable Weighted Congestion Games. 4th Symposium on Algorithmic Game Theory, SAGT 2011, Heidelberg, Germany: Springer Verlag. [More Information]
  • Chapman, A., Farinelli, A., de Cote, E., Rogers, A., Jennings, N. (2010). A Distributed Algorithm for Optimising over Pure Strategy Nash Equilibria. 24th AAAI Conference on Artificial Intelligence 2010. AAAI Press.
  • de Cote, E., Chapman, A., Sykulski, A., Jennings, N. (2010). Automated Planning in Repeated Adversarial Games. 26th Conference on Uncertainty in Artificial Intelligence UAI 2010, USA: AUAI Press.
  • Sykulski, A., Chapman, A., de Cote, E., Jennings, N. (2010). EA2: The Winning Strategy for the Inaugural Lemonade Stand Game Tournament. 19th European Conference on Artificial Intelligence ECAI 2010, Amsterdam: IOS Press.
  • Tran-Thanh, L., Chapman, A., de Cote, E., Rogers, A., Jennings, N. (2010). Epsilon-First Policies for Budget-Limited Multi-Armed Bandits. 24th AAAI Conference on Artificial Intelligence 2010. AAAI Press.
  • Williamson, S., Chapman, A., Jennings, N. (2010). Information gathering and exchange for coordination of multi-agent teams. 9th International Conference on Autonomous Agents and Multi-Agent Systems AAMAS-10, Toronto.
  • Williamson, S., Chapman, A., Jennings, N. (2010). Valuing Search and Communication in Partially-Observable Coordination Problems. 9th International Conference on Autonomous Agents and Multi-Agent Systems AAMAS-10, Toronto.
  • Chapman, A., Micillo, R., Kota, R., Jennings, N. (2009). Decentralised Dynamic Task Allocation: A Practical Game-Theoretic Approach. 8th International Conference on Autonomous Agents and Multi-Agent Systems AAMAS-09, Budapest.
  • Chapman, A., Rogers, A., Jennings, N. (2008). A Parameterisation of Algorithms for Distributed Constraint Optimisation via Potential Games. 10th International Workshop on Distributed Constraint Reasoning DCR-2008.
  • Chapman, A., Rogers, A., Jennings, N. (2008). Benchmarking Hybrid Algorithms for Distributed Constraint Optimisation Games. 1st International Workshop on Optimisation in Multi-Agent Systems OptMAS-08.
  • Chapman, A., Rogers, A., Jennings, N. (2008). Learn while you earn: Two approaches to learning auction parameters in take-it-or-leave-it auctions. 7th International Conference on Autonomous Agents and Multi-Agent Systems AAMAS-2008.

2013

  • Chapman, A., Verbic, G., Hill, D. (2013). A healthy dose of reality for game-theoretic approaches to residential demand response. Bulk Power System Dynamics and Control - IX Optimization, Security and Control of the Emerging Power Grid (IREP 2013), Piscataway, NJ: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Chapman, A., Leslie, D., Rogers, A., Jennings, N. (2013). Convergent Learning Algorithms for Unknown Reward Games. SIAM Journal on Control and Optimization, 51(4), 3154-3180. [More Information]

2012

  • Scerri, P., Kannan, B., Velagapudi, P., MacArthur, K., Stone, P., Taylor, M., Dolan, J., Farinelli, A., Chapman, A., Dias, B., et al (2012). Flood disaster mitigation: A real-world challenge problem for multi-agent unmanned surface vehicles. Lecture Notes in Computer Science (LNCS), 7068, 252-269.
  • Tran-Thanh, L., Chapman, A., Rogers, A., Jennings, N. (2012). Knapsack Based Optimal Policies for Budget-Limited Multi-Armed Bandits. 26th AAAI Conference on Artificial Intelligence AAAI 2012, Palo Alto: Association for the Advancement of Artificial Intelligence.

2011

  • Chapman, A., Rogers, A., Jennings, N., Leslie, D. (2011). A unifying framework for iterative approximate best-response algorithms for distributed constraint optimization problems. Knowledge Engineering Review, 26(4), 411-444. [More Information]
  • Chapman, A., Rogers, A., Jennings, N. (2011). Benchmarking hybrid algorithms for distributed constraint optimisation games. Autonomous Agents and Multi-agent Systems, 22(3), 385-414. [More Information]
  • Chapman, A., Williamson, S., Jennings, N. (2011). Filtered Fictitious Play for Perturbed Observation Potential Games and Decentralised POMDPs. 27th Conference on Uncertainty in Artificial Intelligence UAI 2011, United States: AUAI Press.
  • Tran-Thanh, L., Polukarov, M., Chapman, A., Rogers, A., Jennings, N. (2011). On the Existence of Pure Strategy Nash Equilibria in Integer–Splittable Weighted Congestion Games. 4th Symposium on Algorithmic Game Theory, SAGT 2011, Heidelberg, Germany: Springer Verlag. [More Information]

2010

  • Chapman, A., Farinelli, A., de Cote, E., Rogers, A., Jennings, N. (2010). A Distributed Algorithm for Optimising over Pure Strategy Nash Equilibria. 24th AAAI Conference on Artificial Intelligence 2010. AAAI Press.
  • de Cote, E., Chapman, A., Sykulski, A., Jennings, N. (2010). Automated Planning in Repeated Adversarial Games. 26th Conference on Uncertainty in Artificial Intelligence UAI 2010, USA: AUAI Press.
  • Chapman, A., Micillo, R., Kota, R., Jennings, N. (2010). Decentralized Dynamic Task Allocation Using Overlapping Potential Games. The Computer Journal, 53(9), 1462-1477. [More Information]
  • Sykulski, A., Chapman, A., de Cote, E., Jennings, N. (2010). EA2: The Winning Strategy for the Inaugural Lemonade Stand Game Tournament. 19th European Conference on Artificial Intelligence ECAI 2010, Amsterdam: IOS Press.
  • Tran-Thanh, L., Chapman, A., de Cote, E., Rogers, A., Jennings, N. (2010). Epsilon-First Policies for Budget-Limited Multi-Armed Bandits. 24th AAAI Conference on Artificial Intelligence 2010. AAAI Press.
  • Williamson, S., Chapman, A., Jennings, N. (2010). Information gathering and exchange for coordination of multi-agent teams. 9th International Conference on Autonomous Agents and Multi-Agent Systems AAMAS-10, Toronto.
  • Williamson, S., Chapman, A., Jennings, N. (2010). Valuing Search and Communication in Partially-Observable Coordination Problems. 9th International Conference on Autonomous Agents and Multi-Agent Systems AAMAS-10, Toronto.

2009

  • Chapman, A., Micillo, R., Kota, R., Jennings, N. (2009). Decentralised Dynamic Task Allocation: A Practical Game-Theoretic Approach. 8th International Conference on Autonomous Agents and Multi-Agent Systems AAMAS-09, Budapest.

2008

  • Chapman, A., Rogers, A., Jennings, N. (2008). A Parameterisation of Algorithms for Distributed Constraint Optimisation via Potential Games. 10th International Workshop on Distributed Constraint Reasoning DCR-2008.
  • Chapman, A., Rogers, A., Jennings, N. (2008). Benchmarking Hybrid Algorithms for Distributed Constraint Optimisation Games. 1st International Workshop on Optimisation in Multi-Agent Systems OptMAS-08.
  • Chapman, A., Rogers, A., Jennings, N. (2008). Learn while you earn: Two approaches to learning auction parameters in take-it-or-leave-it auctions. 7th International Conference on Autonomous Agents and Multi-Agent Systems AAMAS-2008.

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