1 code implementation • 6 Mar 2023 • Wen-Chi Yang, Giuseppe Marra, Gavin Rens, Luc De Raedt
To this end, we introduce Probabilistic Logic Policy Gradient (PLPG).
1 code implementation • 15 Dec 2022 • Xingyu Qian, Aximu Yuemaier, Longfei Liang, Wen-Chi Yang, Xiaogang Chen, Shunfen Li, Weibang Dai, Zhitang Song
We propose an adaptive multi-agent clustering recognition system that can be self-supervised driven, based on a temporal sequences continuous learning mechanism with adaptability.
no code implementations • 7 Nov 2022 • Gavin Rens, Wen-Chi Yang, Jean-François Raskin, Luc De Raedt
The task then consists of learning this unknown formula from states that are labeled as safe or unsafe by a domain expert.
no code implementations • 22 Jun 2021 • Wen-Chi Yang, Jean-François Raskin, Luc De Raedt
We present pCTL-REBEL, a lifted model checking approach for verifying pCTL properties of relational MDPs.
Model-based Reinforcement Learning reinforcement-learning +1
no code implementations • 7 Apr 2021 • Maaike Van Roy, Pieter Robberechts, Wen-Chi Yang, Luc De Raedt, Jesse Davis
Our key conclusion is that teams would score more goals if they shot more often from outside the penalty box in a small number of team-specific locations.