8 citations · 26 across the 17 of their papers we have counts for
4 papers · 1 filter
Analogical Reasoning Within a Conceptual Hyperspace
Howard Goldowsky, Vasanth Sarathy
We propose an approach to analogical inference that marries the neuro-symbolic computational power of complex-sampled hyperdimensional computing (HDC) with Conceptual Spaces Theory…
Large Language Models Know What To Say But Not When To Speak
Muhammad Umair, Vasanth Sarathy, JP de Ruiter
Turn-taking is a fundamental mechanism in human communication that ensures smooth and coherent verbal interactions. Recent advances in Large Language Models (LLMs) have motivated t…
"Let's Argue Both Sides": Argument Generation Can Force Small Models to Utilize Previously Inaccessible Reasoning Capabilities
Kaveh Eskandari Miandoab, Vasanth Sarathy
Large Language Models (LLMs), despite achieving state-of-the-art results in a number of evaluation tasks, struggle to maintain their performance when logical reasoning is strictly…
Logical Specifications-guided Dynamic Task Sampling for Reinforcement Learning Agents
Yash Shukla, Tanushree Burman, Abhishek Kulkarni +3
Reinforcement Learning (RL) has made significant strides in enabling artificial agents to learn diverse behaviors. However, learning an effective policy often requires a large numb…