lafmdp/Awesome-Papers-Autonomous-Agent
A curated collection of recent research papers on autonomous agents, covering both reinforcement learning and large language model-based approaches.
Not currently ranked — collecting fresh signals.
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This repository aggregates academic papers on autonomous agents organized into two categories: RL-based agents and LLM-based agents. It maintains papers from major ML conferences (NeurIPS, ICML, ICLR) with project pages and GitHub links where available. The collection specifically focuses on agents capable of goal achievement, knowledge acquisition, and continuous improvement, distinguishing itself from traditional RL surveys.
Frequently asked
- What is lafmdp/Awesome-Papers-Autonomous-Agent?
- A curated collection of recent research papers on autonomous agents, covering both reinforcement learning and large language model-based approaches.
- Is Awesome-Papers-Autonomous-Agent open source?
- Yes — lafmdp/Awesome-Papers-Autonomous-Agent is an open-source project tracked on heatdrop.
- How popular is Awesome-Papers-Autonomous-Agent?
- lafmdp/Awesome-Papers-Autonomous-Agent has 750 stars on GitHub.
- Where can I find Awesome-Papers-Autonomous-Agent?
- lafmdp/Awesome-Papers-Autonomous-Agent is on GitHub at https://github.com/lafmdp/Awesome-Papers-Autonomous-Agent.