Awni Altabaa

3 papers · 2024–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10)

Venues

ICLR (1) ICML (1) NeurIPS (1)

Top co-authors

John Lafferty (2) Jonathan D. Cohen (1) Taylor Whittington Webb (1) Zhuoran Yang (1)

Research topics

Machine Learning (3) Artificial Intelligence (2) Deep Learning (2) Architectures (2) Core AI (2) Core Methods (2) Knowledge & Reasoning (1) Reinforcement Learning (1) Learning Types (1) Methods (1) Optimization & Theory (1) Reasoning (1)

Keywords

relational reasoning (2) representation learning (1) reinforcement learning (1) sample efficiency (1) feature extraction (1) sequential decision making (1) attention mechanism (1) sample complexity (1) transformer (1) partially observable markov decision process (1) partial observability (1) partially observable (1) sensory information (1) inductive bia (1) information structure (1) graph-theoretic analysis (1) data efficiency (1) dual attention (1) causal inference (1) relational attention (1)

Papers

Disentangling and Integrating Relational and Sensory Information in Transformer Architectures ICML 2025 Abstractors and relational cross-attention: An inductive bias for explicit relational reasoning in Transformers ICLR 2024 On the Role of Information Structure in Reinforcement Learning for Partially-Observable Sequential Teams and Games NeurIPS 2024