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Collections including paper arxiv:2411.02337

a collection of algorithmic agents for user interfaces/interactions and program synthesis

Learning Language Games through Interaction

Paper • 1606.02447 • Published Jun 8, 2016
Naturalizing a Programming Language via Interactive Learning

Paper • 1704.06956 • Published Apr 23, 2017
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

RL Fine-tuning Tool Usage

Collection of papers that utilize reinforcement learning to enhance tool usage and function calling.

Toolformer: Language Models Can Teach Themselves to Use Tools

Paper • 2302.04761 • Published Feb 9, 2023 • 11
On the Tool Manipulation Capability of Open-source Large Language Models

Paper • 2305.16504 • Published May 25, 2023 • 2
WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning

Paper • 2411.02337 • Published Nov 4, 2024 • 35

Game-theoretic LLM: Agent Workflow for Negotiation Games

Paper • 2411.05990 • Published Nov 8, 2024 • 7
Thanos: Enhancing Conversational Agents with Skill-of-Mind-Infused Large Language Model

Paper • 2411.04496 • Published Nov 7, 2024 • 22
WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning

Paper • 2411.02337 • Published Nov 4, 2024 • 35

about 6 hours ago

WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning

Paper • 2411.02337 • Published Nov 4, 2024 • 35
Mixture-of-Transformers: A Sparse and Scalable Architecture for Multi-Modal Foundation Models

Paper • 2411.04996 • Published Nov 7, 2024 • 50
Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level

Paper • 2411.03562 • Published Nov 5, 2024 • 64
StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization

Paper • 2410.08815 • Published Oct 11, 2024 • 44

WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning

Paper • 2411.02337 • Published Nov 4, 2024 • 35
OS-ATLAS: A Foundation Action Model for Generalist GUI Agents

Paper • 2410.23218 • Published Oct 30, 2024 • 46
The Dawn of GUI Agent: A Preliminary Case Study with Claude 3.5 Computer Use

Paper • 2411.10323 • Published Nov 15, 2024 • 31
ShowUI: One Vision-Language-Action Model for GUI Visual Agent

Paper • 2411.17465 • Published Nov 26, 2024 • 77

PopAlign: Diversifying Contrasting Patterns for a More Comprehensive Alignment

Paper • 2410.13785 • Published Oct 17, 2024 • 19
Aligning Large Language Models via Self-Steering Optimization

Paper • 2410.17131 • Published Oct 22, 2024 • 21
Baichuan Alignment Technical Report

Paper • 2410.14940 • Published Oct 19, 2024 • 50
SemiEvol: Semi-supervised Fine-tuning for LLM Adaptation

Paper • 2410.14745 • Published Oct 17, 2024 • 47

Perception and abstraction. Each modality is tokenized and embedded into vectors for model to comprehend.

VILA^2: VILA Augmented VILA

Paper • 2407.17453 • Published Jul 24, 2024 • 40
Octopus v4: Graph of language models

Paper • 2404.19296 • Published Apr 30, 2024 • 116
Octo-planner: On-device Language Model for Planner-Action Agents

Paper • 2406.18082 • Published Jun 26, 2024 • 48
Dolphin: Long Context as a New Modality for Energy-Efficient On-Device Language Models

Paper • 2408.15518 • Published Aug 28, 2024 • 42

PDFTriage: Question Answering over Long, Structured Documents

Paper • 2309.08872 • Published Sep 16, 2023 • 53
Adapting Large Language Models via Reading Comprehension

Paper • 2309.09530 • Published Sep 18, 2023 • 77
Table-GPT: Table-tuned GPT for Diverse Table Tasks

Paper • 2310.09263 • Published Oct 13, 2023 • 39
Context-Aware Meta-Learning

Paper • 2310.10971 • Published Oct 17, 2023 • 16

ODA: Observation-Driven Agent for integrating LLMs and Knowledge Graphs

Paper • 2404.07677 • Published Apr 11, 2024 • 1
ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

Paper • 2404.07738 • Published Apr 11, 2024 • 2
Scaling Instructable Agents Across Many Simulated Worlds

Paper • 2404.10179 • Published Mar 13, 2024 • 27
A Multimodal Automated Interpretability Agent

Paper • 2404.14394 • Published Apr 22, 2024 • 21

AgentOhana: Design Unified Data and Training Pipeline for Effective Agent Learning

Paper • 2402.15506 • Published Feb 23, 2024 • 14
AutoWebGLM: Bootstrap And Reinforce A Large Language Model-based Web Navigating Agent

Paper • 2404.03648 • Published Apr 4, 2024 • 24
Similarity is Not All You Need: Endowing Retrieval Augmented Generation with Multi Layered Thoughts

Paper • 2405.19893 • Published May 30, 2024 • 31
Parrot: Efficient Serving of LLM-based Applications with Semantic Variable

Paper • 2405.19888 • Published May 30, 2024 • 7

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