- Georgios Tziafas, Lambert Schomaker, S. Hamidreza Kasaei:
Sim-To-Real Transfer of Visual Grounding for Human-Aided Ambiguity Resolution. CoLLAs 2022: 1213-1230 - Yujing Wang, Luoxing Xiong, Mingliang Zhang, Hui Xue, Qi Chen, Yaming Yang, Yunhai Tong, Congrui Huang, Bixiong Xu:
Heat-RL: Online Model Selection for Streaming Time-Series Anomaly Detection. CoLLAs 2022: 767-777 - Annie Xie, Chelsea Finn:
Lifelong Robotic Reinforcement Learning by Retaining Experiences. CoLLAs 2022: 838-855 - Wenxuan Zhou, Steven Bohez, Jan Humplik, Nicolas Heess, Abbas Abdolmaleki, Dushyant Rao, Markus Wulfmeier, Tuomas Haarnoja:
Forgetting and Imbalance in Robot Lifelong Learning with Off-policy Data. CoLLAs 2022: 294-309 - Sarath Chandar, Razvan Pascanu, Doina Precup:
Conference on Lifelong Learning Agents, CoLLAs 2022, 22-24 August 2022, McGill University, Montréal, Québec, Canada. Proceedings of Machine Learning Research 199, PMLR 2022 [contents]