RESEARCHMonitorWATCHLIST
Do Your Own Research: Learning to Forecast by Learning to Search
arXiv cs.LG — Machine Learning
Factual evidence
What the source reports
Researchers introduce a forecasting environment using Polymarket data to train LLM agents to perform search and research via RL.
Inspect the evidence
- Inclusion basis
- Enterprise AI
- Publisher and source type
- arXiv cs.LG — Machine Learning · RESEARCH
- Published by source
- 3 October 2026
- Collected by OneBench
- 4 Oct 2026, 03:02 UK
- Original headline
- Do Your Own Research: Learning to Forecast by Learning to Search ↗
Stored source excerpt
arXiv:2610.01955v1 Announce Type: new Abstract: Outcome-based reinforcement learning can train language models to forecast real-world events, but prior forecasting work either freezes research context before…
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