AI Pontryagin or how artificial neural networks learn to control dynamical systems L Böttcher, N Antulov-Fantulin, T Asikis Nature communications 13 (1), 333, 2022 | 81 | 2022 |
Decentralized collective learning for self-managed sharing economies E Pournaras, P Pilgerstorfer, T Asikis ACM Transactions on Autonomous and Adaptive Systems (TAAS) 13 (2), 1-33, 2018 | 79 | 2018 |
Optimization of privacy-utility trade-offs under informational self-determination T Asikis, E Pournaras Future Generation Computer Systems 109, 488-499, 2020 | 50 | 2020 |
Neural ordinary differential equation control of dynamics on graphs T Asikis, L Böttcher, N Antulov-Fantulin Physical Review Research 4 (1), 013221, 2022 | 43 | 2022 |
How value-sensitive design can empower sustainable consumption T Asikis, J Klinglmayr, D Helbing, E Pournaras Royal Society open science 8 (1), 201418, 2021 | 25 | 2021 |
Near-optimal control of dynamical systems with neural ordinary differential equations L Böttcher, T Asikis Machine Learning: Science and Technology 3 (4), 045004, 2022 | 20 | 2022 |
Control of dual-sourcing inventory systems using recurrent neural networks L Böttcher, T Asikis, I Fragkos INFORMS Journal on Computing 35 (6), 1308-1328, 2023 | 10 | 2023 |
Multi-objective optimization for value-sensitive and sustainable basket recommendations T Asikis arXiv preprint arXiv:2111.05944, 2021 | 3 | 2021 |
Towards recommendations for value sensitive sustainable consumption T Asikis NeurIPS, 2023 | 2 | 2023 |
Implicit energy regularization of neural ordinary-differential-equation control L Böttcher, N Antulov-Fantulin, T Asikis arXiv preprint arXiv:2103.06525, 2021 | 2 | 2021 |
Operations research and recommender systems T Asikis, G Lekakos Human Interface and the Management of Information. Information and Knowledge …, 2014 | 2 | 2014 |
Solving inventory management problems with inventory-dynamics-informed neural networks L Böttcher, T Asikis, I Fragkos Preprint, submitted March 7, 2022 | 1 | 2022 |
Supporting Sustainable Decision-Making with Value-Sensitive Artificial Intelligence T Asikis ETH Zurich, 2022 | | 2022 |
NNC: Neural-Network Control of Dynamical Systems on Graphs T Asikis, L Böttcher, N Antulov-Fantulin arXiv preprint arXiv:2006.09773, 2020 | | 2020 |
Supplementary Information: How Value-Sensitive Design Can Empower Sustainable Consumption T Asikis, J Klinglmayr, D Helbing, E Pournaras | | |