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05/25/2023
On Computing Universal Plans for Partially Observable Multi-Agent Path Finding
Multi-agent routing problems have drawn significant attention nowadays d...
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04/04/2023
Using Language Models For Knowledge Acquisition in Natural Language Reasoning Problems
For a natural language problem that requires some non-trivial reasoning ...
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08/04/2022
Backward Imitation and Forward Reinforcement Learning via Bi-directional Model Rollouts
Traditional model-based reinforcement learning (RL) methods generate for...
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01/08/2022
PocketNN: Integer-only Training and Inference of Neural Networks via Direct Feedback Alignment and Pocket Activations in Pure C++
Standard deep learning algorithms are implemented using floating-point r...
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12/02/2021
Computing Class Hierarchies from Classifiers
A class or taxonomic hierarchy is often manually constructed, and part o...
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03/30/2021
XRJL-HKUST at SemEval-2021 Task 4: WordNet-Enhanced Dual Multi-head Co-Attention for Reading Comprehension of Abstract Meaning
This paper presents our submitted system to SemEval 2021 Task 4: Reading...
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02/25/2019
Pure Strategy Best Responses to Mixed Strategies in Repeated Games
Repeated games are difficult to analyze, especially when agents play mix...
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12/18/2017