no code implementations • 2 Apr 2024 • Kun Chu, Xufeng Zhao, Cornelius Weber, Mengdi Li, Wenhao Lu, Stefan Wermter
Although there has been rapid progress in endowing robots with the ability to solve complex manipulation tasks, generating control policies for bimanual robots to solve tasks involving two hands is still challenging because of the difficulties in effective temporal and spatial coordination.
no code implementations • 4 Nov 2023 • Kun Chu, Xufeng Zhao, Cornelius Weber, Mengdi Li, Stefan Wermter
Large Language Models (LLMs) demonstrate remarkable abilities to provide human-like feedback on user inputs in natural language.
1 code implementation • 23 Sep 2023 • Xufeng Zhao, Mengdi Li, Wenhao Lu, Cornelius Weber, Jae Hee Lee, Kun Chu, Stefan Wermter
Recent advancements in large language models have showcased their remarkable generalizability across various domains.
1 code implementation • IEEE International Conference on Systems, Man, and Cybernetics (SMC) 2021 • Kun Chu, Xianchao Zhu, William Zhu
A crucial issue in Lifelong RL is how best to utilize the knowledge from the previous tasks for improving the performance in the current task.