Posts tagged “self-play”

9 posts found

Astra Crosses the Cyber Threshold
ai-tutorialstutorialai-news

Astra Crosses the Cyber Threshold

Highlights of AI News for August 31 - September 6 2026

Sep 7, 2026•13 min read
Self-Play Explained: Opponent Pools, Verifiers, and Honest Progress
ai-tutorialstutorialself-play

Self-Play Explained: Opponent Pools, Verifiers, and Honest Progress

A practical framework for building self-play curricula without mistaking reward hacking, forgetting, or correlated self-grading for genuine capability gains.

Sep 4, 2026•23 min read
The Agents Built an Institution
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The Agents Built an Institution

Highlights of AI News for August 24 - 30 2026

Aug 31, 2026•27 min read
The Game Inside the Network: What Equilibrium Adds to Deep Learning
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The Game Inside the Network: What Equilibrium Adds to Deep Learning

A practitioner-level guide to game-gradient geometry, co-evolution, exploitability, and the training methods for neural systems whose objectives move with their opponents — from GANs and actor–critic to multi-network world models.

Aug 28, 2026•41 min read
Self-Evolving AI Agents: How Models Learn to Improve Without Human Data
ai-tutorialstutorialmachine-learning

Self-Evolving AI Agents: How Models Learn to Improve Without Human Data

Trends in ICLR 2026 RSI workshop - Self-Evolving Agents

Mar 19, 2026•6 min read
From Self-Play to Self-Research: The ICLR 2026 RSI Workshop and the State of Self-Improving AI
ai-tutorialstutorialmachine-learning

From Self-Play to Self-Research: The ICLR 2026 RSI Workshop and the State of Self-Improving AI

Highlights of Trends in ICLR 2026 RSI workshop

Mar 18, 2026•14 min read
Self-Training Loops for LLMs: STaR and the Self-Instruct Family
ai-tutorialstutorialmachine-learning

Self-Training Loops for LLMs: STaR and the Self-Instruct Family

How to filter for correctness, not just fluency

Mar 13, 2026•11 min read
Self-Play in AI: From Board Games to Language Models
ai-tutorialstutorialmachine-learning

Self-Play in AI: From Board Games to Language Models

With LLMs, when self-play works and when it doesn't.

Mar 11, 2026•7 min read
Self-Play for LLM Self-Evolution: From Brittle Dynamics to Sustained Improvement
ai-tutorialstutorialmachine-learning

Self-Play for LLM Self-Evolution: From Brittle Dynamics to Sustained Improvement

AI Tutorials - The trend of Self-Play

Mar 10, 2026•9 min read