Awni Altabaa

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 10

Top Topics

Continuous Space

Reinforcement Learning

Sensory Information

Top Venues

Publications

Awni Altabaa, John Lafferty
Approximation of relation functions and attention mechanisms. CoRR (2024)
Awni Altabaa, Zhuoran Yang
On the Role of Information Structure in Reinforcement Learning for Partially-Observable Sequential Teams and Games. CoRR (2024)
Awni Altabaa, Taylor Whittington Webb, Jonathan D. Cohen, John Lafferty
Abstractors and relational cross-attention: An inductive bias for explicit relational reasoning in Transformers. ICLR (2024)
Awni Altabaa, John Lafferty
Disentangling and Integrating Relational and Sensory Information in Transformer Architectures. CoRR (2024)
Taylor W. Webb, Steven M. Frankland, Awni Altabaa, Kamesh Krishnamurthy, Declan Campbell, Jacob L. Russin, Randall C. O'Reilly, John Lafferty, Jonathan D. Cohen
The Relational Bottleneck as an Inductive Bias for Efficient Abstraction. CoRR (2023)
Awni Altabaa, Bora Yongacoglu, Serdar Yüksel
Decentralized Multi-Agent Reinforcement Learning for Continuous-Space Stochastic Games. ACC (2023)
Awni Altabaa, Bora Yongacoglu, Serdar Yüksel
Decentralized Multi-Agent Reinforcement Learning for Continuous-Space Stochastic Games. CoRR (2023)
Awni Altabaa, John Lafferty
Relational Convolutional Networks: A framework for learning representations of hierarchical relations. CoRR (2023)
Awni Altabaa, Taylor Webb, Jonathan D. Cohen, John Lafferty
Abstractors: Transformer Modules for Symbolic Message Passing and Relational Reasoning. CoRR (2023)
Awni Altabaa, David Huang, Ciaran Byles-Ho, Hani Khatib, Fabian Sosa, Ting Hu
geneDRAGNN: Gene Disease Prioritization using Graph Neural Networks. CIBCB (2022)