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Tag: Artificial Intelligence Featured

A combination of ‘pooling’ with a prediction model can reduce by 73% the number of COVID-19 (Corona-virus) tests. (arXiv:2005.03453v1 [cs.LG])

AI
Download PDF Abstract: We show that combining a prediction model (based on neural networks), with a new method of...

Playing Minecraft with Behavioural Cloning. (arXiv:2005.03374v1 [cs.AI])

AI
Download PDF Abstract: MineRL 2019 competition challenged participants to train sample-efficient agents to play Minecraft, by using a dataset...

DramaQA: Character-Centered Video Story Understanding with Hierarchical QA. (arXiv:2005.03356v1 [cs.CL])

AI
Download PDF Abstract: Despite recent progress on computer vision and natural language processing, developing video understanding intelligence is still...

A Locally Adaptive Interpretable Regression. (arXiv:2005.03350v1 [stat.ML])

AI
Download PDF Abstract: Machine learning models with both good predictability and high interpretability are crucial for decision support systems....

Adaptive Dialog Policy Learning with Hindsight and User Modeling. (arXiv:2005.03299v1 [cs.AI])

AI
Download PDF Abstract: Reinforcement learning methods have been used to compute dialog policies from language-based interaction experiences. Efficiency is...

Safe Reinforcement Learning through Meta-learned Instincts. (arXiv:2005.03233v1 [cs.LG])

AI
Download PDF Abstract: An important goal in reinforcement learning is to create agents that can quickly adapt to new...

Hierarchical Predictive Coding Models in a Deep-Learning Framework. (arXiv:2005.03230v1 [cs.CV])

AI
Download PDF Abstract: Bayesian predictive coding is a putative neuromorphic method for acquiring higher-level neural representations to account for...

An Optimal Control Theory for the Traveling Salesman Problem and Its Variants. (arXiv:2005.03186v1 [math.OC])

AI
Download PDF Abstract: We show that the traveling salesman problem (TSP) and its many variants may be modeled as...

A Proposal for Intelligent Agents with Episodic Memory. (arXiv:2005.03182v1 [cs.AI])

AI
Download PDF Abstract: In the future we can expect that artificial intelligent agents, once deployed, will be required to...

Inference with Choice Functions Made Practical. (arXiv:2005.03098v1 [cs.AI])

AI
Download PDF Abstract: We study how to infer new choices from previous choices in a conservative manner. To make...

Diagnosing the Environment Bias in Vision-and-Language Navigation. (arXiv:2005.03086v1 [cs.CL])

AI
Download PDF Abstract: Vision-and-Language Navigation (VLN) requires an agent to follow natural-language instructions, explore the given environments, and reach...

Weakly-Supervised Neural Response Selection from an Ensemble of Task-Specialised Dialogue Agents. (arXiv:2005.03066v1 [cs.CL])

AI
Download PDF Abstract: Dialogue engines that incorporate different types of agents to converse with humans are popular. However, conversations are...
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