Deriving subgoals autonomously to accelerate learning in sparse reward domains M Dann, F Zambetta, J Thangarajah Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 881-889, 2019 | 17 | 2019 |
Intention-aware multiagent scheduling M Dann, J Thangarajah, Y Yao, B Logan | 14 | 2020 |
Integrating skills and simulation to solve complex navigation tasks in Infinite Mario M Dann, F Zambetta, J Thangarajah IEEE Transactions on Games 10 (1), 101-106, 2017 | 10 | 2017 |
Multi-Agent Intention Progression with Reward Machines. M Dann, Y Yao, N Alechina, B Logan, J Thangarajah IJCAI, 215-222, 2022 | 9 | 2022 |
Multi-Agent Intention Progression with Black-Box Agents. M Dann, Y Yao, B Logan, J Thangarajah IJCAI, 132-138, 2021 | 6 | 2021 |
SAGE: Generating Symbolic Goals for Myopic Models in Deep Reinforcement Learning A Chester, M Dann, F Zambetta, J Thangarajah Australasian Joint Conference on Artificial Intelligence, 274-285, 2023 | 2 | 2023 |
Oracle-SAGE: Planning Ahead in Graph-Based Deep Reinforcement Learning A Chester, M Dann, F Zambetta, J Thangarajah Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022 | 2 | 2022 |
Real-Time Navigation in Classical Platform Games via Skill Reuse. M Dann, F Zambetta, J Thangarajah IJCAI, 1582-1588, 2017 | 2 | 2017 |
Adapting to Reward Progressivity via Spectral Reinforcement Learning M Dann, J Thangarajah arXiv preprint arXiv:2104.14138, 2021 | 1 | 2021 |
Learning and planning in videogames via task decomposition M Dann RMIT University, 2019 | 1 | 2019 |
Exploration in continuous control tasks via continually parameterized skills M Dann, F Zambetta, J Thangarajah IEEE Transactions on Games 10 (4), 390-399, 2018 | 1 | 2018 |
Reusing Skills for First-Time Solution of Navigation Tasks in Platform Videogames. M Dann, F Zambetta, J Thangarajah AAMAS, 1517-1519, 2017 | 1 | 2017 |
An improved approach to reinforcement learning in Computer Go M Dann, F Zambettau, J Thangarajah 2015 IEEE Conference on Computational Intelligence and Games (CIG), 169-176, 2015 | 1 | 2015 |
Harnessing Network Effect for Fake News Mitigation: Selecting Debunkers via Self-Imitation Learning X Xu, K Deng, M Dann, X Zhang Proceedings of the AAAI Conference on Artificial Intelligence 38 (20), 22447 …, 2024 | | 2024 |
Multi-agent intention recognition and progression M Dann, Y Yao, N Alechina, B Logan, F Meneguzzi, J Thangarajah Proceedings of the Thirty-Second International Joint Conference on …, 2023 | | 2023 |
Feedback-Guided Intention Scheduling for BDI Agents M Dann, J Thangarajah, M Li Proceedings of the 2023 International Conference on Autonomous Agents and …, 2023 | | 2023 |