Michael Equi

activity

20232026

most citedNavigation with Large Language Models: Semantic Guesswork as a Heuristic for Planning

14 citations · 27 across the 10 of their papers we have counts for

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Showing 2025 · cs.LGShow all

2 papers · 2 filters

cs.LG2025

$π_{0.6}^{*}$ : a VLA That Learns From Experience

Physical Intelligence, Ali Amin, Raichelle Aniceto +53

We study how vision-language-action (VLA) models can improve through real-world deployments via reinforcement learning (RL). We present a general-purpose method, RL with Experience…

cs.LG2025★ 2 cited

$π_{0.5}$ : a Vision-Language-Action Model with Open-World Generalization

Physical Intelligence, Kevin Black, Noah Brown +33

In order for robots to be useful, they must perform practically relevant tasks in the real world, outside of the lab. While vision-language-action (VLA) models have demonstrated im…

π0.6∗​: a VLA That Learns From Experience

π0.5​: a Vision-Language-Action Model with Open-World Generalization

$π_{0.6}^{*}$ : a VLA That Learns From Experience

$π_{0.5}$ : a Vision-Language-Action Model with Open-World Generalization