Benjamin Rosman
Orcid: 0000-0002-0284-4114Affiliations:
- University of the Witwatersrand, Johannesburg, South Africa
According to our database1,
Benjamin Rosman
authored at least 77 papers
between 2006 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Towards Financially Inclusive Credit Products Through Financial Time Series Clustering.
CoRR, 2024
2023
Generating Interpretable Play-Style Descriptions Through Deep Unsupervised Clustering of Trajectories.
IEEE Trans. Games, December, 2023
Neural Comput. Appl., August, 2023
Counting Reward Automata: Sample Efficient Reinforcement Learning Through the Exploitation of Reward Function Structure.
CoRR, 2023
Planning to Learn: A Novel Algorithm for Active Learning during Model-Based Planning.
CoRR, 2023
CoRR, 2023
Dynamics Generalisation in Reinforcement Learning via Adaptive Context-Aware Policies.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023
Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2023
Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2023
2022
A Framework for Undergraduate Data Collection Strategies for Student Support Recommendation Systems in Higher Education.
CoRR, 2022
Comparing Synthetic Tabular Data Generation Between a Probabilistic Model and a Deep Learning Model for Education Use Cases.
CoRR, 2022
CoRR, 2022
World Value Functions: Knowledge Representation for Multitask Reinforcement Learning.
CoRR, 2022
Real Time In-Game Playstyle Classification Using a Hybrid Probabilistic Supervised Learning Approach.
Proceedings of the Artificial Intelligence Research - Third Southern African Conference, 2022
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the IEEE Conference on Games, CoG 2022, Beijing, 2022
Proceedings of the IEEE Conference on Games, CoG 2022, Beijing, 2022
Proceedings of the Emerging Technologies for Developing Countries, 2022
2021
Fairness and accountability of AI in disaster risk management: Opportunities and challenges.
Patterns, 2021
Ethics Inf. Technol., 2021
FABRIC: A Framework for the Design and Evaluation of Collaborative Robots with Extended Human Adaptation.
CoRR, 2021
Keep the Gradients Flowing: Using Gradient Flow to Study Sparse Network Optimization.
CoRR, 2021
2020
A Remote Sensing Method to Monitor Water, Aquatic Vegetation, and Invasive Water Hyacinth at National Extents.
Remote. Sens., 2020
If dropout limits trainable depth, does critical initialisation still matter? A large-scale statistical analysis on ReLU networks.
Pattern Recognit. Lett., 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the Thirtieth International Conference on Automated Planning and Scheduling, 2020
2019
IEEE Trans. Cogn. Dev. Syst., 2019
Estimation of Body Mass Index from Photographs using Deep Convolutional Neural Networks.
CoRR, 2019
Proceedings of the Artificial Intelligence XXXVI, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Anticipatory Bayesian Policy Selection for Online Adaptation of Collaborative Robots to Unknown Human Types.
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019
2018
J. Robotics Mechatronics, 2018
Zero-Shot Transfer with Deictic Object-Oriented Representation in Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Real-Time Motion Planning in Changing Environments Using Topology-Based Encoding of Past Knowledge.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Social Cobots: Anticipatory Decision-Making for Collaborative Robots Incorporating Unexpected Human Behaviors.
Proceedings of the 2018 ACM/IEEE International Conference on Human-Robot Interaction, 2018
Implementation of A Neural Natural Language Understanding Component for Arabic Dialogue Systems.
Proceedings of the Fourth International Conference On Arabic Computational Linguistics, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
Learning the Influence Structure between Partially Observed Stochastic Processes Using IoT Sensor Data.
Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
CoRR, 2016
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016
A Bayesian Approach for Learning and Tracking Switching, Non-Stationary Opponents: (Extended Abstract).
Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016
Proceedings of the Multiagent Interaction without Prior Coordination, 2016
2015
Nonparametric Bayesian reward segmentation for skill discovery using inverse reinforcement learning.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015
Proceedings of the 2015 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, 2015
Proceedings of the 15th IEEE-RAS International Conference on Humanoid Robots, 2015
2014
Proceedings of the 19th International Conference on Intelligent User Interfaces, 2014
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014
Proceedings of the 4th International Conference on Development and Learning and on Epigenetic Robotics, 2014
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014
Proceedings of the 2014 AAAI Fall Symposia, Arlington, Virginia, USA, November 13-15, 2014, 2014
2013
2012
Proceedings of the 2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, 2012
Proceedings of the Designing Intelligent Robots, 2012
2011
2010
Proceedings of the IEEE International Conference on Robotics and Automation, 2010
2006
Proceedings of the 37th SIGCSE Technical Symposium on Computer Science Education, 2006