Deep RTS: a game environment for deep reinforcement learning in real-time strategy games PA Andersen, M Goodwin, OC Granmo 2018 IEEE conference on computational intelligence and games (CIG), 1-8, 2018 | 48 | 2018 |
Deep reinforcement learning using capsules in advanced game environments PA Andersen arXiv preprint arXiv:1801.09597, 2018 | 26 | 2018 |
Deep q-learning with q-matrix transfer learning for novel fire evacuation environment J Sharma, PA Andersen, OC Granmo, M Goodwin IEEE Transactions on Systems, Man, and Cybernetics: Systems 51 (12), 7363-7381, 2020 | 24 | 2020 |
Adaptive task assignment in online learning environments PA Andersen, C Kråkevik, M Goodwin, A Yazidi Proceedings of the 6th international conference on web intelligence, mining …, 2016 | 14 | 2016 |
The dreaming variational autoencoder for reinforcement learning environments PA Andersen, M Goodwin, OC Granmo International Conference on Innovative Techniques and Applications of …, 2018 | 13 | 2018 |
Towards a Deep Reinforcement Learning Approach for Tower Line Wars PA Andersen, M Goodwin, OC Granmo International Conference on Innovative Techniques and Applications of …, 2017 | 12 | 2017 |
Towards safe reinforcement-learning in industrial grid-warehousing PA Andersen, M Goodwin, OC Granmo Information Sciences 537, 467-484, 2020 | 10 | 2020 |
Towards model-based reinforcement learning for industry-near environments PA Andersen, M Goodwin, OC Granmo International Conference on Innovative Techniques and Applications of …, 2019 | 5 | 2019 |
Increasing sample efficiency in deep reinforcement learning using generative environment modelling PA Andersen, M Goodwin, OC Granmo Expert Systems 38 (7), e12537, 2021 | 1 | 2021 |
Safer Reinforcement Learning for Agents in Industrial Grid-Warehousing PA Andersen, M Goodwin, OC Granmo International Conference on Machine Learning, Optimization, and Data Science …, 2020 | 1 | 2020 |
FlashRL: A Reinforcement Learning Platform for Flash Games PA Andersen, M Goodwin, OC Granmo Norsk Informatikkonferanse 2017, 11, 2017 | 1 | 2017 |
Advancements in Safe Deep Reinforcement Learning for Real-Time Strategy Games and Industry Applications PA Andersen University of Agder, 2022 | | 2022 |
ORACLE: End-to-End Model Based Reinforcement Learning PA Andersen, M Goodwin, OC Granmo International Conference on Innovative Techniques and Applications of …, 2021 | | 2021 |
CostNet: An End-to-End Framework for Goal-Directed Reinforcement Learning PA Andersen, M Goodwin, OC Granmo International Conference on Innovative Techniques and Applications of …, 2020 | | 2020 |
Interpretable Option Discovery Using Deep Q-Learning and Variational Autoencoders PA Andersen, M Goodwin, OC Granmo International Conference on Intelligent Technologies and Applications, 127-138, 2020 | | 2020 |