| Robot-Enabled Support of Daily Activities in Smart Home Environments G Wilson, C Pereyda, N Raghunath, GV de la Cruz, Jr., S Goel, S Nesaei, ... Cognitive Systems Research 54 (1389-0417), 258 - 272, 2019 | 137 | 2019 |
| Pre-training Neural Networks with Human Demonstrations for Deep Reinforcement Learning GV de la Cruz, Jr., Y Du, ME Taylor In Proceedings of the Adaptive Learning Agents workshop, 2018 | 71* | 2018 |
| Pre-training with non-expert human demonstration for deep reinforcement learning GV de la Cruz, Jr., Y Du, ME Taylor The Knowledge Engineering Review 34, 2019 | 45 | 2019 |
| Initial Progress in Transfer for Deep Reinforcement Learning Algorithms Y Du, GV de la Cruz, Jr., J Irwin, ME Taylor In Proceedings of the Deep Reinforcement Learning: Frontiers and Challenges …, 2016 | 23 | 2016 |
| Lifelong Learning for Disturbance Rejection on Mobile Robots D Isele, JM Luna, E Eaton, GV de la Cruz, Jr., J Irwin, B Kallaher, ... 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2016 | 12 | 2016 |
| Towards Integrating Real-Time Crowd Advice with Reinforcement Learning. GV de la Cruz, Jr., B Peng, WS Lasecki, ME Taylor IUI Companion, 17-20, 2015 | 11 | 2015 |
| Initial progress in transfer for deep reinforcement learning algorithms G De la Cruz, Y Du, J Irwin, M Taylor 25th International Joint Conference on Artificial Intelligence (IJCAI) 7, 2016 | 8 | 2016 |
| Jointly Pre-training with Supervised, Autoencoder, and Value Losses for Deep Reinforcement Learning GV de la Cruz, Jr, Y Du, ME Taylor The Adaptive and Learning Agents Workshop at AAMAS, 2019 | 5* | 2019 |
| Generating Real-Time Crowd Advice to Improve Reinforcement Learning Agents GV de la Cruz, Jr., B Peng, WS Lasecki, ME Taylor Workshops at the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015 | 4 | 2015 |
| Pre-training neural networks with human demonstrations for deep reinforcement learning ME Taylor, GV DE LA CRUZ, DU Yunshu US Patent App. 16/264,625, 2019 | 2 | 2019 |
| Accelerate the learning speed of deep reinforcement learning by pre-training with non-expert human demonstrations GV de la Cruz, Jr Washington State University, 2019 | | 2019 |
| Work in Progress: Lifelong Learning for Disturbance Rejection on Mobile Robots D Isele, JM Luna, E Eaton, GV de la Cruz, Jr., J Irwin, B Kallaher, ... In Proceedings of the Adaptive Learning Agents workshop (at AAMAS-16), 2016 | | 2016 |
| A Reinforcement Learning Method of Obstacle Avoidance for Industrial Mobile Vehicles in Unknown Environments Using Neural Network GV de la Cruz Jr | | |
| GRASP D Isele, JM Luna, E Eaton, GV de la Cruz, Jr, J Irwin, B Kallaher, ... | | |
Matthew E. TaylorProfessor, University of Alberta確認したメール アドレス: ualberta.ca
