3 citations · 3 across the 5 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2026
The Linear Representation Hypothesis for Vision-Language-Action Models
Minseok Jeong, Hyewon Choi, Hiroyasu Tsukamoto +1
The linear representation hypothesis (LRH) has become a standard lens for measuring and intervening on semantic information through the internal representations of large language m…
cs.LG2026
Statistical Convergence of Transformer Encoder-Accelerated Robust Reinforcement Learning
Suman Banerjee, Hiroyasu Tsukamoto
Obtaining the optimal action-value function in Markov decision processes is computationally intensive in large state--action spaces. In this study, we present statistically rigorou…