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Jonathan P. Shock
Associate Professor, Mathematics and Applied Mathematics, University of Cape Town
Lecturer, Mathematics and Applied Mathematics, University of Cape Town
Joined
August 2021
Names
Jonathan P. Shock
(Preferred)
,
Jonathan Phillip Shock
Emails
****@gmail.com
(Confirmed)
,
****@uct.ac.za
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Semantic Scholar
Career & Education History
Associate Professor
Mathematics and Applied Mathematics,
University of Cape Town
(uct.ac.za)
2022
–
Present
Lecturer
Mathematics and Applied Mathematics,
University of Cape Town
(uct.ac.za)
2013
–
Present
Advisors, Relations & Conflicts
No relations added
Expertise
RL
,
deep learning
,
attention
2019
–
Present
Image analysis
,
brain imaging
,
CNN
2018
–
Present
Publications
Molten Pot: Evaluations & Datasets for Social Offline Reinforcement Learning
Juan Claude Formanek
,
Marcel Hedman
,
Kale-ab Tessera
,
Christopher C. Holmes
,
Jonathan P. Shock
DEMO 2026 Poster
Readers:
Everyone
Graph-Based Exploration for ARC-AGI-3 Interactive Reasoning Tasks
Evgenii Rudakov
,
Jonathan P. Shock
,
Benjamin Ultan Cowley
AAAI 2026 Bridge LMReasoning
Readers:
Everyone
Entity Multiplexing Through Activation Strength: Understanding goals in A Maze Solving Agent
Benjamin Sturgeon
,
Jonathan P. Shock
Mech Interp Workshop (NeurIPS 2025) Poster
Readers:
Everyone
Making progress in Trustworthy AI using DeepMind’s AI Safety Gridworlds
Ahmed Ghoor
,
Jonathan P. Shock
4th Muslims in ML Workshop co-located with ICML 2025 Poster
Readers:
Everyone
Putting Data at the Centre of Offline Multi-Agent Reinforcement Learning
Juan Claude Formanek
,
Louise Beyers
,
Callum Rhys Tilbury
,
Jonathan Phillip Shock
,
Arnu Pretorius
Accepted by DMLR
Readers:
Everyone
Coordination Failure in Cooperative Offline MARL
Callum Rhys Tilbury
,
Juan Claude Formanek
,
Louise Beyers
,
Jonathan Phillip Shock
,
Arnu Pretorius
ARLET 2024 Poster
Readers:
Everyone
Dispelling the Mirage of Progress in Offline MARL through Standardised Baselines and Evaluation
Juan Claude Formanek
,
Callum Rhys Tilbury
,
Louise Beyers
,
Jonathan Phillip Shock
,
Arnu Pretorius
NeurIPS 2024 Track Datasets and Benchmarks Poster
Readers:
Everyone
Coordination Failure in Cooperative Offline MARL
Callum Rhys Tilbury
,
Claude Formanek
,
Louise Beyers
,
Jonathan P. Shock
,
Arnu Pretorius
CoRR 2024
Readers:
Everyone
Dispelling the Mirage of Progress in Offline MARL through Standardised Baselines and Evaluation
Claude Formanek
,
Callum Rhys Tilbury
,
Louise Beyers
,
Jonathan P. Shock
,
Arnu Pretorius
CoRR 2024
Readers:
Everyone
Off-the-Grid MARL: Datasets with Baselines for Offline Multi-Agent Reinforcement Learning
Juan Claude Formanek
,
Asad Jeewa
,
Jonathan Phillip Shock
,
Arnu Pretorius
Submitted to ICLR 2024
Readers:
Everyone
View all 26 publications
Co-Authors
Ahmed Ghoor
Alex Lopez-Rolon
Alexandre Laterre
Andreas Bender
Andries P. Smit
Arnu Pretorius
Asad Jeewa
Benjamin Rosman
Benjamin Sturgeon
Benjamin Ultan Cowley
Bruce Bassett
Bubacarr Bah
Callum Rhys Tilbury
Charel van Hoof
Christopher C. Holmes
Claude Formanek
Daniel Petrus Taylor
Daniel Taylor
Deshendran Moodley
Edan Toledo
Elan Van Biljon
Emily Muller
Evgenii Rudakov
Gregory Furman
Herman A. Engelbrecht
View all 52 co-authors