awesome-language-agents
by ysymyth
List of language agents based on paper "Cognitive Architectures for Language Agents"
AI summary
Language agents
A curated collection of language agent architectures and their applications
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What's in the list
86 links in 3 sections, with live GitHub stats.activeno commit in 2y
Links
- https://arxiv.org/abs/2309.02427
CoALA Paper (16 pages of main content):
- https://twitter.com/ShunyuYao12/status/1699396834983362690
CoALA Tweet (6 threads):
- CoALA.bib
CoALA BibTex file with 300+ related citations:
Papers
- SILG: The Multi-environment Symbolic Interactive Language Grounding Benchmark
(2021-10) (environment)
- PromptChainer: Chaining Large Language Model Prompts through Visual Programming
(2022-03) (grounding)
- ScienceWorld: Is your Agent Smarter than a 5th Grader?
(2022-03) (environment)
- Do As I Can, Not As I Say: Grounding Language in Robotic Affordances
(2022-04) (grounding)
- Socratic Models: Composing Zero-Shot Multimodal Reasoning with Language
(2022-04) (grounding)
- WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents
(2022-07) (environment)
- ProgPrompt: Generating Situated Robot Task Plans using Large Language Models
(2022-09) (grounding)
- Decomposed Prompting: A Modular Approach for Solving Complex Tasks
(2022-10) (reasoning)
- Mind's Eye: Grounded Language Model Reasoning through Simulation
(2022-10) (grounding)
- ReAct: Synergizing Reasoning and Acting in Language Models
(2022-10) (grounding, reasoning)
- Large Language Models Are Human-Level Prompt Engineers
(2022-11) (reasoning)
- Chain of Hindsight Aligns Language Models with Feedback
(2023-02) (learning)
- Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents
(2023-02) (grounding, reasoning)
- Toolformer: Language Models Can Teach Themselves to Use Tools
(2023-02) (grounding)
- HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face
(2023-03) (grounding)
- PaLM-E: An Embodied Multimodal Language Model
(2023-03) (grounding)
- Reflexion: Language Agents with Verbal Reinforcement Learning
(2023-03) (grounding, reasoning, learning)
- Self-Refine: Iterative Refinement with Self-Feedback
(2023-03) (reasoning)
- Self-planning Code Generation with Large Language Models
(2023-03) (reasoning)
- Generative Agents: Interactive Simulacra of Human Behavior
(2023-04) (grounding, reasoning, retrieval, learning)
- Emergent autonomous scientific research capabilities of large language models
(2023-04) (grounding, reasoning)
- LLM+P: Empowering Large Language Models with Optimal Planning Proficiency
(2023-04) (grounding, reasoning)
- REFINER: Reasoning Feedback on Intermediate Representations
(2023-04) (reasoning)
- Teaching Large Language Models to Self-Debug
(2023-04) (reasoning)
- GeneGPT: Augmenting Large Language Models with Domain Tools for Improved Access to Biomedical Information
(2023-04) (grounding, reasoning)
- CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing
(2023-05) (grounding, reasoning, retrieval)
- Augmenting Autotelic Agents with Large Language Models
(2023-05) (grounding, reasoning, retrieval, learning)
- ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models
(2023-05) (grounding, reasoning)
- ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings
(2023-05) (grounding, reasoning)
- Decomposition Enhances Reasoning via Self-Evaluation Guided Decoding
(2023-05) (reasoning)
- Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate
(2023-05) (grounding, reasoning)
- Improving Factuality and Reasoning in Language Models through Multiagent Debate
(2023-05) (grounding, reasoning)
- AdaPlanner: Adaptive Planning from Feedback with Language Models
(2023-05) (grounding, retrieval, learning)
- ReWOO: Decoupling Reasoning from Observations for Efficient Augmented Language Models
(2023-05) (grounding, reasoning)
- SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasks
(2023-05) (grounding, reasoning)
- Tree of Thoughts: Deliberate Problem Solving with Large Language Models
(2023-05) (reasoning)
- Voyager: An Open-Ended Embodied Agent with Large Language Models
(2023-05) (grounding, reasoning, retrieval, learning)
- InterCode: Standardizing and Benchmarking Interactive Coding with Execution Feedback
(2023-06) (grounding, reasoning)
- ToolQA: A Dataset for LLM Question Answering with External Tools
(2023-06) (grounding)
- Mind2Web: Towards a Generalist Agent for the Web
(2023-06) (environment)
- RestGPT: Connecting Large Language Models with Real-World RESTful APIs
(2023-06) (grounding, reasoning)
- ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases
(2023-06) (grounding, reasoning)
- A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis
(2023-07) (grounding, reasoning)
- RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control
(2023-07) (grounding)
- RoCo: Dialectic Multi-Robot Collaboration with Large Language Models
(2023-07) (grounding)
- Robots That Ask For Help: Uncertainty Alignment for Large Language Model Planners
(2023-07) (grounding)
- S$^3$: Social-network Simulation System with Large Language Model-Empowered Agents
(2023-07) (grounding, reasoning)
- ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs
(2023-07) (grounding, reasoning, retrieval)
- Unleashing Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration
(2023-07) (grounding, reasoning)
- WebArena: A Realistic Web Environment for Building Autonomous Agents
(2023-07) (environment)
- AgentBench: Evaluating LLMs as Agents
(2023-08) (environment)
- AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Framework
(2023-08) (grounding, reasoning)
- CGMI: Configurable General Multi-Agent Interaction Framework
(2023-08) (grounding, reasoning)
- ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate
(2023-08) (grounding, reasoning)
- Cumulative Reasoning with Large Language Models
(2023-08) (reasoning)
- ExpeL: LLM Agents Are Experiential Learners
(2023-08) (grounding, reasoning, retrieval, learning)
- GPT-in-the-Loop: Adaptive Decision-Making for Multiagent Systems
(2023-08) (grounding, reasoning)
- Gentopia: A Collaborative Platform for Tool-Augmented LLMs
(2023-08) (environment)
- MetaGPT: Meta Programming for Multi-Agent Collaborative Framework
(2023-08) (grounding, reasoning)
- ProAgent: Building Proactive Cooperative AI with Large Language Models
(2023-08) (grounding, reasoning)
- Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization
(2023-08) (grounding, reasoning, learning)
- SAPIEN: Affective Virtual Agents Powered by Large Language Models
(2023-08) (grounding, reasoning)
- Synergistic Integration of Large Language Models and Cognitive Architectures for Robust AI: An Exploratory Analysis
(2023-08) (grounding, reasoning, retrieval, learning)
- ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving
(2023-09) (grounding, reasoning, learning)
- Identifying the Risks of LM Agents with an LM-Emulated Sandbox
(2023-09) (environment)
- Suspicion Agent: Playing Imperfect Information Games with Theory of Mind Aware GPT-4
(2023-09) (grounding, reasoning)
- Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives
(2024-01) (reasoning, reflection)
- Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization
(2024-02) (reasoning, reflection, learning)
- LLM3:Large Language Model-based Task and Motion Planning with Motion Failure Reasoning.
(2024-03) (planning, reasoning)
- Empowering Biomedical Discovery with AI Agents
(2024-04) (AI scientist, biomedical research)
- TimeChara: Evaluating Point-in-Time Character Hallucination of Role-Playing Large Language Models
(2024-05) (reasoning, retrieval)
Resources
LLM-Agents-Papers
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