Zobrazeno 1 - 10
of 24
pro vyhledávání: '"Tambwekar, Pradyumna"'
Autor:
Alrashedy, Kamel, Tambwekar, Pradyumna, Zaidi, Zulfiqar, Langwasser, Megan, Xu, Wei, Gombolay, Matthew
Generative AI has transformed the fields of Design and Manufacturing by providing efficient and automated methods for generating and modifying 3D objects. One approach involves using Large Language Models (LLMs) to generate Computer- Aided Design (CA
Externí odkaz:
http://arxiv.org/abs/2410.05340
Large Language Models (LLMs) have shown impressive proficiency in code generation. Unfortunately, these models share a weakness with their human counterparts: producing code that inadvertently has security vulnerabilities. These vulnerabilities could
Externí odkaz:
http://arxiv.org/abs/2312.00024
Artificial Intelligence is being employed by humans to collaboratively solve complicated tasks for search and rescue, manufacturing, etc. Efficient teamwork can be achieved by understanding user preferences and recommending different strategies for s
Externí odkaz:
http://arxiv.org/abs/2301.08144
Interactive Artificial Intelligence (AI) agents are becoming increasingly prevalent in society. However, application of such systems without understanding them can be problematic. Black-box AI systems can lead to liability and accountability issues w
Externí odkaz:
http://arxiv.org/abs/2301.05347
Federated learning is a training paradigm that learns from multiple distributed users without aggregating data on a centralized server. Such a paradigm promises the ability to deploy machine-learning at-scale to a diverse population of end-users with
Externí odkaz:
http://arxiv.org/abs/2210.03766
Many real-world tasks involve a mixed-initiative setup, wherein humans and AI systems collaboratively perform a task. While significant work has been conducted towards enabling humans to specify, through language, exactly how an agent should complete
Externí odkaz:
http://arxiv.org/abs/2208.08374
Publikováno v:
In International Journal of Human - Computer Studies April 2024 184
Human-AI policy specification is a novel procedure we define in which humans can collaboratively warm-start a robot's reinforcement learning policy. This procedure is comprised of two steps; (1) Policy Specification, i.e. humans specifying the behavi
Externí odkaz:
http://arxiv.org/abs/2101.07140
Automated rationale generation is an approach for real-time explanation generation whereby a computational model learns to translate an autonomous agent's internal state and action data representations into natural language. Training on human explana
Externí odkaz:
http://arxiv.org/abs/1901.03729
Autor:
Tambwekar, Pradyumna, Dhuliawala, Murtaza, Martin, Lara J., Mehta, Animesh, Harrison, Brent, Riedl, Mark O.
Publikováno v:
In International Joint Conference on Artificial Intelligence (IJCAI), Macau, China, Jul. 2019, pp. 5982-5988
Language-modeling--based approaches to story plot generation attempt to construct a plot by sampling from a language model (LM) to predict the next character, word, or sentence to add to the story. LM techniques lack the ability to receive guidance f
Externí odkaz:
http://arxiv.org/abs/1809.10736