2 citations · 5 across the 4 of their papers we have counts for
4 papers
Designing Behavior Trees from Goal-Oriented LTLf Formulas
Aadesh Neupane, Eric G Mercer, Michael A. Goodrich
Temporal logic can be used to formally specify autonomous agent goals, but synthesizing planners that guarantee goal satisfaction can be computationally prohibitive. This paper sho…
Efficiently Evolving Swarm Behaviors Using Grammatical Evolution With PPA-style Behavior Trees
Aadesh Neupane, Michael A. Goodrich
Evolving swarm behaviors with artificial agents is computationally expensive and challenging. Because reward structures are often sparse in swarm problems, only a few simulations a…
A brief history on Homomorphic learning: A privacy-focused approach to machine learning
Aadesh Neupane
Cryptography and data science research grew exponential with the internet boom. Legacy encryption techniques force users to make a trade-off between usability, convenience, and sec…
Slogatron: Advanced Wealthiness Generator
Bryant Chandler, Aadesh Neupane
Creating catchy slogans is a demanding and clearly creative job for ad agencies. The process of slogan creation by humans involves finding key concepts of the company and its produ…