cd/entity/progress-potential reward shaping (PPRS)· home› entities› progress-potential reward shaping (PPRS)

grep -l @progress-potential reward shaping (pprs) /news/*.json | wc -l → 1

progress-potential reward shaping (PPRS)

mentions 1 type Person feed RSS

// recent coverage 1 mentions

14:20

2026-10-14

arxiv.org

ai-agents

Tev: Scaling Long-Horizon Agentic Environments with Dense Progress Rewards

A 13 October 2026 arXiv paper introduces Tev-Gym, described as the first long-horizon agent training dataset with verifiable, dense, progressive rewards, comprising 1,170 verified task environments ac…

// co-occurs with top 7 entities

Tev-Gym 1 Tev-27B 1 Agents' Last Exam computing and math sciences domains (ALE-CM) 1 Terminal-Bench (TB) 3.0 and 4.0 1 GPT-6 Astra 1 Claude Opus 5 1 GLM 5.2 1

// topics top 5 topics

ai agents 1 ai research 1 large language models 1 machine learning 1 artificial intelligence 1