Collections

22

Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration

Paper • 1802.08802 • Published Feb 24, 2018
Mapping Natural Language Commands to Web Elements

Paper • 1808.09132 • Published Aug 28, 2018
Learning to Navigate the Web

Paper • 1812.09195 • Published Dec 21, 2018
Interactive Task and Concept Learning from Natural Language Instructions and GUI Demonstrations

Paper • 1909.00031 • Published Aug 30, 2019

6

A Zero-Shot Language Agent for Computer Control with Structured Reflection

Paper • 2310.08740 • Published Oct 12, 2023 • 14
AgentTuning: Enabling Generalized Agent Abilities for LLMs

Paper • 2310.12823 • Published Oct 19, 2023 • 35
AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors

Paper • 2308.10848 • Published Aug 21, 2023 • 1
CLEX: Continuous Length Extrapolation for Large Language Models

Paper • 2310.16450 • Published Oct 25, 2023 • 9

Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration

Mapping Natural Language Commands to Web Elements

Learning to Navigate the Web

Interactive Task and Concept Learning from Natural Language Instructions and GUI Demonstrations

A Zero-Shot Language Agent for Computer Control with Structured Reflection

AgentTuning: Enabling Generalized Agent Abilities for LLMs

AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors

CLEX: Continuous Length Extrapolation for Large Language Models

A Zero-Shot Language Agent for Computer Control with Structured Reflection

LAMBDA: A Large Model Based Data Agent

Very Large-Scale Multi-Agent Simulation in AgentScope

Communicative Agents for Software Development

Self-Refine: Iterative Refinement with Self-Feedback

ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent

ReAct: Synergizing Reasoning and Acting in Language Models

Chain-of-Thought Reasoning Without Prompting

How to Train Data-Efficient LLMs

BitDelta: Your Fine-Tune May Only Be Worth One Bit

A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts

A Zero-Shot Language Agent for Computer Control with Structured Reflection

ExpeL: LLM Agents Are Experiential Learners

Demystifying GPT Self-Repair for Code Generation

Large Language Models are Better Reasoners with Self-Verification

Ada-Instruct: Adapting Instruction Generators for Complex Reasoning

Diversity of Thought Improves Reasoning Abilities of Large Language Models

Adapting Large Language Models via Reading Comprehension

Democratizing Reasoning Ability: Tailored Learning from Large Language Model

Branch-Solve-Merge Improves Large Language Model Evaluation and Generation

ToolChain: Efficient Action Space Navigation in Large Language Models with A Search

LASER: LLM Agent with State-Space Exploration for Web Navigation

Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Branch-Solve-Merge Improves Large Language Model Evaluation and Generation

Diversity of Thought Improves Reasoning Abilities of Large Language Models

ToolChain: Efficient Action Space Navigation in Large Language Models with A Search

Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Branch-Solve-Merge Improves Large Language Model Evaluation and Generation

Let's Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models

Self-Convinced Prompting: Few-Shot Question Answering with Repeated Introspection

Chain-of-Thought Reasoning is a Policy Improvement Operator