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| 2022 | Ahn et al. | Do As I Can, Not As I Say: Grounding Language in Robotic Affordances | Ch. 7 Agents 2022– |
| 2022 | Huang et al. | Inner Monologue: Embodied Reasoning through Planning with Language Models | Ch. 7 Agents 2022– |
| 2022 | Yao et al. | ReAct: Synergizing Reasoning and Acting in Language Models | Ch. 7 Agents 2022– |
| 2023 | Greshake et al. | Not What You've Signed Up For: Compromising Real-World LLM-Integrated Applications with Indirect Prompt Injection | Ch. 7 Agents 2022– |
| 2023 | Schick et al. | Toolformer: Language Models Can Teach Themselves to Use Tools | Ch. 7 Agents 2022– |
| 2023 | Shen et al. | HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face | Ch. 7 Agents 2022– |
| 2023 | Shinn et al. | Reflexion: Language Agents with Verbal Reinforcement Learning | Ch. 7 Agents 2022– |
| 2023 | Park et al. | Generative Agents: Interactive Simulacra of Human Behavior | Ch. 7 Agents 2022– |
| 2023 | Wang et al. | Voyager: An Open-Ended Embodied Agent with Large Language Models | Ch. 7 Agents 2022– |
| 2023 | Yao et al. | Tree of Thoughts: Deliberate Problem Solving with Large Language Models | Ch. 7 Agents 2022– |
| 2023 | Zhou et al. | WebArena: A Realistic Web Environment for Building Autonomous Agents | Ch. 7 Agents 2022– |
| 2023 | Hong et al. | MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework | Ch. 7 Agents 2022– |
| 2023 | Liu et al. | AgentBench: Evaluating LLMs as Agents | Ch. 7 Agents 2022– |
| 2023 | Jimenez et al. | SWE-bench: Can Language Models Resolve Real-World GitHub Issues? | Ch. 7 Agents 2022– |
| 2023 | Packer et al. | MemGPT: Towards LLMs as Operating Systems | Ch. 7 Agents 2022– |
| 2023 | Mialon et al. | GAIA: a benchmark for General AI Assistants | Ch. 7 Agents 2022– |
| 2024 | Xie et al. | OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments | Ch. 7 Agents 2022– |
| 2024 | Yang et al. | SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering | Ch. 7 Agents 2022– |
| 2024 | Yao et al. | τ-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains | Ch. 7 Agents 2022– |
| 2024 | Kapoor et al. | AI Agents That Matter | Ch. 7 Agents 2022– |
| 2025 | DeepSeek-AI | DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning | Ch. 7 Agents 2022– |