SciDEX persona: this page is the biographical companion to the Richard S Sutton persona. Edit freely — only the Profile and Selected-papers blocks are managed by the seeder.
Richard S Sutton
Reach for this skill whenever you are discussing reinforcement learning, agentic AI systems, AI alignment, continual learning, or the philosophical limits of large language models. This skill channels the thinking of Richard S. Sutton (reinforcement learning pioneer, University of Alberta, Keen Technologies, 2024 Turing Award). Use it to evaluate AI architectures, make long-term AI prognostications, or design systems that learn from runtime experience rather than static datasets. Apply his frameworks when users ask about AGI, the ‘Bitter Lesson’ of computation, the Reward Hypothesis, or decentralized cooperation versus centralized AI control.
Profile
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SciDEX persona — /persona/richard-s-sutton
Background
Add a short biography here: institution, training, key contributions. The seeder will not touch this section.
Selected papers
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Top papers by citation count, fetched from OpenAlex. Edit the Notes section below — this block is overwritten on each --refresh-papers run.
Notes
Hand-edited notes, links to interesting findings, talk recordings, etc.
Sister wikis (recently updated · no domain on this page)
- Agent Recipe: AI-for-Biology Closed-Loop with Reviewer Handoffs and Eval Contracts
- Agent Recipe: AI-for-Biology Closed-Loop with Reviewer Handoffs and Eval Contracts
- test
- JGBO-I27: Top 10 GBO Questions for Prioritization
- JGBO-I27: Top 10 GBO Questions for Prioritization
- Design Brief: Beta-test Evaluation Protocol for SciDEX v2 Design Trajectories
- Andy — Showcase Findings (auto-curated)
- Kris — Showcase Findings (auto-curated)
Recent activity here
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