Anthony Knittel

20 papers B 4Journal 9Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Foundation Models for Trajectory Planning in Autonomous Driving: A Review of Progress and Open Challenges.
Trans. Mach. Learn. Res.
Kemal Oksuz, Alexandru Buburuzan, Anthony Knittel, Yuhan Yao, Puneet K. Dokania
2025 J jnl
Foundation Models for Trajectory Planning in Autonomous Driving: A Review of Progress and Open Challenges.
CoRR
Kemal Oksuz, Alexandru Buburuzan, Anthony Knittel, Yuhan Yao, Puneet K. Dokania
2024 — conf
Conditional Unscented Autoencoders for Trajectory Prediction.
ECCV Workshops (7)
Faris Janjos, Marcel Hallgarten, Anthony Knittel, Maxim Dolgov, Andreas Zell, J. Marius Zöllner
2023 J jnl
Beyond RMSE: Do Machine-Learned Models of Road User Interaction Produce Human-Like Behavior?
IEEE Trans. Intell. Transp. Syst.
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
2023 J jnl
Comparison of Pedestrian Prediction Models from Trajectory and Appearance Data for Autonomous Driving.
CoRR
Anthony Knittel, Morris Antonello, John Redford, Subramanian Ramamoorthy
2023 J jnl
Conditional Unscented Autoencoders for Trajectory Prediction.
CoRR
Faris Janjos, Marcel Hallgarten, Anthony Knittel, Maxim Dolgov, Andreas Zell, J. Marius Zöllner
2023 J jnl
DiPA: Probabilistic Multi-Modal Interactive Prediction for Autonomous Driving.
IEEE Robotics Autom. Lett.
Anthony Knittel, Majd Hawasly, Stefano V. Albrecht, John Redford, Subramanian Ramamoorthy
2022 J jnl
Beyond RMSE: Do machine-learned models of road user interaction produce human-like behavior?
CoRR
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
2022 J jnl
DiPA: Diverse and Probabilistically Accurate Interactive Prediction.
CoRR
Anthony Knittel, Majd Hawasly, Stefano V. Albrecht, John Redford, Subramanian Ramamoorthy
2014 B conf
Coarse and fine learning in deep networks.
IJCNN
Anthony Knittel, Alan D. Blair
2014 J jnl
Sparse, guided feature connections in an Abstract Deep Network.
CoRR
Anthony Knittel, Alan D. Blair
2013 — —
Abstract representations in deep networks, capturing rapid and top-down cognitive processes in artificial learning.
Anthony Knittel
2012 — conf
An Abstract Deep Network for Image Classification.
Australasian Conference on Artificial Intelligence
Anthony Knittel, Alan D. Blair
2012 B conf
Learning feature hierarchies under reinforcement.
IEEE Congress on Evolutionary Computation
Anthony Knittel
2011 B conf
Formation and activation of feature hierarchies under reinforcement.
IEEE Congress on Evolutionary Computation
Anthony Knittel, Terry Bossomaier
2011 — conf
Re-usable features in a hierarchical concept network for autonomous learning in complex games.
EAIS
Anthony Knittel, Terry Bossomaier
2011 B conf
The formation of context in artificial object recognition.
CogSci
Anthony Knittel
2010 — conf
An activation reinforcement based classifier system for balancing generalisation and specialisation (ARCS).
GECCO (Companion)
Anthony Knittel
2007 — conf
Concept Accessibility as Basis for Evolutionary Reinforcement Learning of Dots and Boxes.
CIG
Anthony Knittel, Terry Bossomaier, Allan Snyder
2006 — conf
Stochastic Reinforcement in Evolutionary Multi-Agent Game Playing of Dots-and-Boxes.
CIMCA/IAWTIC
Anthony Knittel, Terry Bossomaier, Mike Harré, Allan Snyder