1.7k citations · 2.4k across the 47 of their papers we have counts for
Showing 2018 · cs.AIShow all
3 papers · 2 filters
cs.AI2018★ 6 cited
Efficient Dialog Policy Learning via Positive Memory Retention
Rui Zhao, Volker Tresp
This paper is concerned with the training of recurrent neural networks as goal-oriented dialog agents using reinforcement learning. Training such agents with policy gradients typic…
cs.AI2018★ 3 cited
Improving Information Extraction from Images with Learned Semantic Models
Stephan Baier, Yunpu Ma, Volker Tresp
Many applications require an understanding of an image that goes beyond the simple detection and classification of its objects. In particular, a great deal of semantic information…
cs.AI2018
Embedding Models for Episodic Knowledge Graphs
Yunpu Ma, Volker Tresp, Erik Daxberger
In recent years a number of large-scale triple-oriented knowledge graphs have been generated and various models have been proposed to perform learning in those graphs. Most knowled…