Quantifying generalization in reinforcement learning
- ID
- 906
- Status
- new
- Published
- 06 Dec 2018, 4:00 PM
- Fetched
- 27 Jun 2026, 7:47 PM
- Provider
- OpenAI News
- Category
- ai-labs
- Original URL
- https://openai.com/index/quantifying-generalization-in-reinforcement-learning
- Source URL
- https://openai.com/news/rss.xml
Excerpt
We’re releasing CoinRun, a training environment which provides a metric for an agent’s ability to transfer its experience to novel situations and has already helped clarify a longstanding puzzle in reinforcement learning. CoinRun strikes a desirable balance in complexity: the environment is simpler than traditional platformer games like Sonic the Hedgehog but still poses a worthy generalization challenge for state of the art algorithms.
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