STAFF PROFILE
Dr Michael Dann
Position:
Lecturer (ECDF) – Machine Learning and/or Artificial Intelligence
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.,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
- 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
- Dann, M.,Zambetta, F.,Thangarajah, J. (2017). Reusing skills for first-time solution of navigation tasks in platform videogames In: Proceedings of the 16th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2017), Sao Paulo, Brasil, 8-12 May 2017
- Dann, M.,Zambetta, F.,Thangarajah, J. (2017). Real-time navigation in classical platform games via skill reuse In: Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, Melbourne, Australia, 19-25 August 2017
- Dann, M.,Zambetta, F.,Thangarajah, J. (2015). An improved approach to reinforcement learning in computer go In: Proceedings of the Computational Intelligence and Games (IEEE CIG 2015), Tainan, Taiwan, 31 August - 2 September 2015
2 PhD Current Supervisions and 1 Masters by Research Current Supervisions