328 citations
4 papers
Persona-Coded Poly-Encoder: Persona-Guided Multi-Stream Conversational Sentence Scoring
Junfeng Liu, Christopher Symons, Ranga Raju Vatsavai
Recent advances in machine learning and deep learning have led to the widespread use of Conversational AI in many practical applications. However, it is still very challenging to l…
Hierarchical Reinforcement Learning for Air Combat at DARPA's AlphaDogfight Trials
Adrian P. Pope, Jaime S. Ide, Daria Micovic +7
Autonomous control in high-dimensional, continuous state spaces is a persistent and important challenge in the fields of robotics and artificial intelligence. Because of high risk…
Quasi-Recurrent Neural Networks
James Bradbury, Stephen Merity, Caiming Xiong +1
Recurrent neural networks are a powerful tool for modeling sequential data, but the dependence of each timestep's computation on the previous timestep's output limits parallelism a…
On Rational-Interpolation Based List-Decoding and List-Decoding Binary Goppa Codes
Peter Beelen, Tom Høholdt, Johan S. R. Nielsen +1
We derive the Wu list-decoding algorithm for Generalised Reed-Solomon (GRS) codes by using Gröbner bases over modules and the Euclidean algorithm (EA) as the initial algorithm inst…