STAFF PROFILE
Dr Michael Dann
Position:
Lecturer
College / Portfolio:
STEM College
School / Department:
STEM|School of Computing Technologies
Phone:
+61399258963
Email:
michael.dann@rmit.edu.au
Campus:
City Campus
Contact me about:
Research supervision
- Dann, M.,Thangarajah, J.,Li, M. (2023). Feedback-Guided Intention Scheduling for BDI Agents In: Proceedings of the 22nd International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2023), London, United Kingdom, 29 May- 2 June 2023
- Dann, M.,Yao, Y.,Alechina, N.,Logan, B.,Meneguzzi, F.,Thangarajah, J. (2023). Multi-Agent Intention Recognition and Progression In: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, Macao, United States, 19th-25th August 2023
- Dann, M.,Yao, Y.,Alechina, N.,Logan, B.,Thangarajah, J. (2022). Multi-Agent Intention Progression with Reward Machines In: Proceedings of the 31st International Joint Conference on Artificial Intelligence (IJCAI 2022), Vienna, Austria, July 23-29, 2022
- Chester, A.,Dann, M.,Zambetta, F.,Thangarajah, J. (2022). Oracle-SAGE: Planning Ahead in Graph-Based Deep Reinforcement Learning In: Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2022, Grenoble, France, September 19–23, 2022, Proceedings, Part I, Grenoble, France, 19-23 September 2022
- Dann, M.,Yao, Y.,Logan, B.,Thangarajah, J. (2021). Multi-Agent Intention Progression with Black-Box Agents In: Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021), Montreal, Canada, 19-27 August 2021
- Dann, M.,Thangarajah, J. (2021). Adapting to Reward Progressivity via Spectral Reinforcement Learning In: Proceedings of the 2021 International Conference on Learning Representations (ICLR 2021), Vienna, Austria, 3-7 May 2021
- Dann, M.,Thangarajah, J.,Yao, Y.,Logan, B. (2020). Intention-Aware Multiagent Scheduling In: Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2020), Auckland, New Zealand, 9-13 May 2020
- Dann, M.,Zambetta, F.,Thangarajah, J. (2019). Deriving Subgoals Autonomously to Accelerate Learning in Sparse Reward Domains. In: Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence (AAAI 2019), Hawaii, United States, 27 January - 1 February 2019
- Dann, M.,Zambetta, F.,Thangarajah, J. (2018). Integrating skills and simulation to solve complex navigation tasks in infinite Mario In: IEEE Transactions on Computational Intelligence and AI in Games, 10, 101 - 106
- Dann, M.,Zambetta, F.,Thangarajah, J. (2018). Exploration in Continuous Control Tasks via Continually Parameterized Skills In: IEEE Transactions on Games, 10, 390 - 399
2 PhD Current Supervisions and 2 Masters by Research Current Supervisions
- CSIRO Data 61 NGAIGP - AI Techniques for Emergency Management and Critical Infrastructure - CSIRO Data61 Program Agreement - Next Generation Artificial Intelligence Graduate Program (NGAIGP). Funded by: Data61 (CSIRO contract) from (2023 to 2028)