Unverified50% confidenceFactExact time
The Atari 100k benchmark was proposed by Kaiser et al. in 2020, allowing agents only 100,000 steps (approximately 400K frames, equivalent to 2 hours of human gameplay) of interaction.
1
Sources
50%
Confidence
Long-term
Relevance
8/15/2026
First Seen
Sources
蒙特祖玛复仇强化学习现状:从探索难题到通用智能
Related Claims
UnverifiedEfficientZero (2021) combines the MuZero search framework with self-supervised learning, achieving human median-level performance on the Atari 100k benchmark for the first time using only data equivalent to 2 hours of human gameplay.77% similarUnverifiedAI can produce 500–1,000 lines of standard code per day, reaching as many as 4,000 lines in extreme cases, whereas a normal human programmer writes only about 100 lines.68% similarUnverified多数玩家反映需要20–40小时才能适应Steam Controller的操控逻辑64% similarUnverifiedIn the experiment, an AI built a complete match-three game featuring multiple levels, animations, and a scoring system in approximately 10 minutes using a single prompt, without writing a single line of code.62% similarUnverifiedA user attempted to use Coze to create an AI comic series, and the system indicated it would consume more than 10,000 credits, far exceeding the daily free quota.60% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/750641API
curl https://kongchang.com/api/v1/knowledge/claims/750641MCP
get_claim(id=750641)