Track E: Agents & Autonomous Systems

Building systems that act in the world.

Reading Order

1. ReAct: Synergizing Reasoning and Acting paper
2. Toolformer: Language Models Can Teach Themselves to Use Tools paper
3. Voyager: An Open-Ended Embodied Agent paper
4. Generative Agents: Interactive Simulacra paper

Branches

After generative-agents, explore:

• Language Agent Tree Search paper
• Reflexion paper

After lats, explore:

• MAKER: Solving a Million-Step LLM Task paper

After reflexion, explore:

• MAKER: Solving a Million-Step LLM Task paper