By VoltAgent
awesome ai agent papers
A curated collection of AI agent research papers released in 2026, covering agent engineering, memory, evaluation, workflows, and autonomous systems.
- Stars
- 849
- Forks
- 111
- Open issues
- 2
- Last commit
- 1mo ago
- Stats refreshed
- Refreshed May 21, 2026
On the maker
Pricing
Open-source
Field notes
No field notes yet.
Field notes for awesome ai agent papers will land here when sources support a confident take ; synthesized from postmortems, vendor retros, dev-team blogs, deeply-engaged GitHub issues, and our own builds.
Coverage isn’t promised on every tool ; empty sections are honest. Field notes are curated, not generated from vendor copy.
Benchmarks
Scores aren’t in yet.
We’re wiring up SWE-bench, Aider Polyglot, and a custom dev-task suite next. Methodology will be public; vendor pre-notification is 48 hours.
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