awesome-papers-autonomous-agent
github.com/lafmdp/awesome-papers-autonomous-agent ↗A collection of recent papers on building autonomous agent. Two topics included: RL-based / LLM-based agents.
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Update historySurveysRL-based agentLLM-based agent
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RL-based agent
- A Competition Winning Deep Reinforcement Learning Agent in microRTSOthers
- ADAPTER-RL: Adaptation of Any Agent using Reinforcement LearningContinual learning
- A Definition of Continual Reinforcement LearningContinual learning
- A Generalist AgentGeneralization across tasks
- Aligning Agents like Large Language ModelsOthers
- AMAGO: Scalable In-Context Reinforcement Learning for Adaptive AgentsGeneralization across tasks
LLM-based agent
- AdaPlanner: Adaptive Planning from Feedback with Language ModelsAlgorithm design
- Adapting LLM Agents Through CommunicationTrain LLM for generalization & adaptation
- Adaptive Environmental Modeling for Task-Oriented Language AgentsExperimental analysis
- AgentBench: Evaluating LLMs as AgentsBenchmark & Dataset
- Agent Instructs Large Language Models to be General Zero-Shot ReasonersTask-specific designing
- AgentSquare: Automatic LLM Agent Search in Modular Design SpaceOthers
Surveys
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Showing a sample of 109 resources. View the full list on GitHub →