Anthony Knittel

According to our database, Anthony Knittel authored at least 16 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Beyond RMSE: Do Machine-Learned Models of Road User Interaction Produce Human-Like Behavior?

Aravinda Ramakrishnan Srinivasan, Yi-Shin Lin, Morris Antonello, Anthony Knittel, Mohamed Hasan, Majd Hawasly, John Redford, Subramanian Ramamoorthy, Matteo Leonetti, Jac Billington, Richard Romano, Gustav Markkula

IEEE Trans. Intell. Transp. Syst., 2023

DiPA: Probabilistic Multi-Modal Interactive Prediction for Autonomous Driving.

Anthony Knittel, Majd Hawasly, Stefano V. Albrecht, John Redford, Subramanian Ramamoorthy

IEEE Robotics Autom. Lett., 2023

Conditional Unscented Autoencoders for Trajectory Prediction.

Faris Janjos, Marcel Hallgarten, Anthony Knittel, Maxim Dolgov, Andreas Zell, J. Marius Zöllner

CoRR, 2023

Comparison of Pedestrian Prediction Models from Trajectory and Appearance Data for Autonomous Driving.

Anthony Knittel, Morris Antonello, John Redford, Subramanian Ramamoorthy

CoRR, 2023

2022

DiPA: Diverse and Probabilistically Accurate Interactive Prediction.

Anthony Knittel, Majd Hawasly, Stefano V. Albrecht, John Redford, Subramanian Ramamoorthy

CoRR, 2022

2014

Sparse, guided feature connections in an Abstract Deep Network.

Anthony Knittel, Alan D. Blair

CoRR, 2014

Coarse and fine learning in deep networks.

Anthony Knittel, Alan D. Blair

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

2013

Abstract representations in deep networks, capturing rapid and top-down cognitive processes in artificial learning.

Anthony Knittel

PhD thesis, 2013

2012

Learning feature hierarchies under reinforcement.

Anthony Knittel

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

An Abstract Deep Network for Image Classification.

Anthony Knittel, Alan D. Blair

Proceedings of the AI 2012: Advances in Artificial Intelligence, 2012

2011

Re-usable features in a hierarchical concept network for autonomous learning in complex games.

Anthony Knittel, Terry Bossomaier

Proceedings of the 2011 IEEE Workshop on Evolving and Adaptive Intelligent Systems, 2011

The formation of context in artificial object recognition.

Anthony Knittel

Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011

Formation and activation of feature hierarchies under reinforcement.

Anthony Knittel, Terry Bossomaier

Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010

An activation reinforcement based classifier system for balancing generalisation and specialisation (ARCS).

Anthony Knittel

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

2007

Concept Accessibility as Basis for Evolutionary Reinforcement Learning of Dots and Boxes.

Anthony Knittel, Terry Bossomaier, Allan Snyder

Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Games, 2007

2006

Stochastic Reinforcement in Evolutionary Multi-Agent Game Playing of Dots-and-Boxes.

Anthony Knittel, Terry Bossomaier, Mike Harré, Allan Snyder

Proceedings of the 2006 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2006), International Conference on Intelligent Agents, Web Technologies and Internet Commerce (IAWTIC 2006), 29 November, 2006