Shows
Daily Paper CastJigsaw-R1: A Study of Rule-based Visual Reinforcement Learning with Jigsaw Puzzles
🤗 Upvotes: 24 | cs.CV, cs.AI, cs.CL
Authors:
Zifu Wang, Junyi Zhu, Bo Tang, Zhiyu Li, Feiyu Xiong, Jiaqian Yu, Matthew B. Blaschko
Title:
Jigsaw-R1: A Study of Rule-based Visual Reinforcement Learning with Jigsaw Puzzles
Arxiv:
http://arxiv.org/abs/2505.23590v2
Abstract:
The application of rule-based reinforcement learning (RL) to multimodal large language models (MLLMs) introduces unique challenges and potential deviations from findings in text-only domains, particularly for perception-heavy tasks. This paper provides a comprehensive study of rule-based visual RL, using jigsaw puzzles as a structured experimental fra...2025-06-0425 min
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????????podcast?????????Ep.24 With Matthew Brent On Infrastructure Sector Opportunities In ChinaChina has demonstrated its ambitious plans in large-scale infrastructural construction projects and initiatives including hundreds of miles of high-speed rail, a new city "Xiong'An" just south of Beijing, amongst many others. However, how could Australian design and infrastructural excellence and capability leverage this massive scale of opportunities? Trade Commissioner Beijing Mr Matthew Brent joined the show recently and shared his views on how Australian businesses should prepare themselves for this dynamic market where global capabilities are all in competition for this market's appetite.
Write to us at ChinaPodcast@austrade.gov.au to make your voice heard. Consider reaching out to...2018-04-1715 min????????podcast?????????Ep.24 With Matthew Brent On Infrastructure Sector Opportunities In ChinaChina has demonstrated its ambitious plans in large-scale infrastructural construction projects and initiatives including hundreds of miles of high-speed rail, a new city "Xiong'An" just south of Beijing, amongst many others. However, how could Australian design and infrastructural excellence and capability leverage this massive scale of opportunities? Trade Commissioner Beijing Mr Matthew Brent joined the show recently and shared his views on how Australian businesses should prepare themselves for this dynamic market where global capabilities are all in competition for this market's appetite.
Write to us at ChinaPodcast@austrade.gov.au to make your voice heard. Consider reaching out to...2018-04-1715 min????????podcast?????????Ep.24 with Matthew Brent on Infrastructure Sector Opportunities in ChinaChina has demonstrated its ambitious plans in large-scale infrastructural construction projects and initiatives including hundreds of miles of high-speed rail, a new city "Xiong'An" just south of Beijing, amongst many others. However, how could Australian design and infrastructural excellence and capability leverage this massive scale of opportunities? Trade Commissioner Beijing Mr Matthew Brent joined the show recently and shared his views on how Australian businesses should prepare themselves for this dynamic market where global capabilities are all in competition for this market's appetite.
Write to us at ChinaPodcast@austrade.gov.au to make your voice heard. Consider reaching out to...2018-04-1715 min