Expert attention map

The Who's Who of AI

What credible people across AI noticed, why it matters, and where the field is converging or disagreeing.

2,397 searchable experts 4,280 tracked across all sources
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Showing signals surfaced by Marlos C. Machado ×
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The developments commanding sustained expert attention

One card per development. Sources are clustered; reaction bundles describe these posts, never the people behind them.

Established Compute & infrastructure Signal 3d ago

Tenure-Track Position in Computer Systems for AI and High-Performance Computing

2 directory members surfaced this signal.

2 experts 1 community 1 sources clustered
Marlos C. Machado Matthew Guzdial

“The Dept. of Computing Science at the Univ. of Alberta is hiring for two tenure-track positions this year. Please spread the word: - Computer Systems for AI and High-Performance Computing: iaejup.fa.ocs.oraclecloud.com/hcmUI/Candid... - AI for Health: iaeju…”

Primary source iaejup.fa.ocs.oraclecloud.com ↗
Established AI field signal Signal 3d ago

Tenure-Track Position in AI for Health

2 directory members surfaced this signal.

2 experts 1 community 1 sources clustered
Marlos C. Machado Matthew Guzdial

“The Dept. of Computing Science at the Univ. of Alberta is hiring for two tenure-track positions this year. Please spread the word: - Computer Systems for AI and High-Performance Computing: iaejup.fa.ocs.oraclecloud.com/hcmUI/Candid... - AI for Health: iaeju…”

Primary source iaejup.fa.ocs.oraclecloud.com ↗
Established Compute & infrastructure Signal 3d ago

iaejup.fa.ocs.oraclecloud.com

2 directory members surfaced this signal.

2 experts 1 community 1 sources clustered
Marlos C. Machado Matthew Guzdial

“The Dept. of Computing Science at the Univ. of Alberta is hiring for two tenure-track positions this year. Please spread the word: - Computer Systems for AI and High-Performance Computing: iaejup.fa.ocs.oraclecloud.com/hcmUI/Candid... - AI for Health: iaeju…”

Primary source iaejup.fa.ocs.oraclecloud.com ↗
Established Agents & robotics Research 19d ago
Atari discovered options RL paper

Mastering Atari 2600 Games with Discovered Options

2 experts are actively discussing the implications.

1 expert 1 community 2 sources clustered
Marlos C. Machado

“I am so excited about this paper. Wayfarer fulfills a vision I had 10 years ago when I wrote Learning Purposeful Behaviour in the Absence of Rewards. It fulfills the promise of options, maybe for the first time. End of thread. 9/9 arXiv link: arxiv.org/abs/…”

2 experts discussed this · 10 posts
Marlos C. Machado: I am so excited about this paper. Wayfarer fulfills a vision I had 10 years ago when I wrote Learning Purposeful Behaviour in the Absence of Rewards. It fulfills the promise of options, maybe for t…
Marlos C. Machado: Some results are quite compelling, such as learning a representation that considers only what's under the agent's control. In Freeway, instead of learning about cars, it naturally learns about the …
Marlos C. Machado: These results were obtained on a challenging set of Atari 2600 games, highlighting games where progress has historically been much slower than average due to difficult exploration and credit assign…
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Primary source arxiv.org ↗ youtube.com ↗