Search Results for author: Ahmad Al-Tawaha

Found 2 papers, 1 papers with code

Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models

no code implementations20 Aug 2023 Bilgehan Sel, Ahmad Al-Tawaha, Vanshaj Khattar, Ruoxi Jia, Ming Jin

Current literature, aiming to surpass the "Chain-of-Thought" approach, often resorts to an external modus operandi involving halting, modifying, and then resuming the generation process to boost Large Language Models' (LLMs) reasoning capacities.

In-Context Learning

Monte Carlo Grid Dynamic Programming: Almost Sure Convergence and Probability Constraints

1 code implementation10 Mar 2023 Mohammad S. Ramadan, Ahmad Al-Tawaha, Mohamed Shouman, Ahmed Atallah, Ming Jin

This paper presents a Monte Carlo-based sampling approach for the state space and an interpolation procedure for the resulting value function, dependent on the process noise density, in a "self-approximating" fashion, eliminating the need for ordering or set-membership tests.

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