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of 3
pro vyhledávání: '"Aditya, Dyuman"'
Autor:
Bavikadi, Divyagna, Aditya, Dyuman, Parkar, Devendra, Shakarian, Paulo, Mueller, Graham, Parvis, Chad, Simari, Gerardo I.
The ability to generate artificial human movement patterns while meeting location and time constraints is an important problem in the security community, particularly as it enables the study of the analog problem of detecting such patterns while main
Externí odkaz:
http://arxiv.org/abs/2407.06447
Autor:
Mukherji, Kaustuv, Parkar, Devendra, Pokala, Lahari, Aditya, Dyuman, Shakarian, Paulo, Dorman, Clark
Recent advances in reinforcement learning (RL) have shown much promise across a variety of applications. However, issues such as scalability, explainability, and Markovian assumptions limit its applicability in certain domains. We observe that many o
Externí odkaz:
http://arxiv.org/abs/2310.06835
Autor:
Aditya, Dyuman, Mukherji, Kaustuv, Balasubramanian, Srikar, Chaudhary, Abhiraj, Shakarian, Paulo
The growing popularity of neuro symbolic reasoning has led to the adoption of various forms of differentiable (i.e., fuzzy) first order logic. We introduce PyReason, a software framework based on generalized annotated logic that both captures the cur
Externí odkaz:
http://arxiv.org/abs/2302.13482