CMU Causal Learning and Reasoning Group

university

https://www.cmu.edu/dietrich/causality/

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AI & ML interests

Machine Learning, Causality, Causal Representation Learning

CMU-CLeaR's activity

weirayao

authored 2 papers 4 months ago

xLAM: A Family of Large Action Models to Empower AI Agent Systems

Paper • 2409.03215 • Published Sep 5, 2024 • 4

Language Models are Hidden Reasoners: Unlocking Latent Reasoning Capabilities via Self-Rewarding

Paper • 2411.04282 • Published Nov 6, 2024 • 34

weirayao

authored a paper 9 months ago

APIGen: Automated Pipeline for Generating Verifiable and Diverse Function-Calling Datasets

Paper • 2406.18518 • Published Jun 26, 2024 • 24

weirayao

authored 3 papers about 1 year ago

REX: Rapid Exploration and eXploitation for AI Agents

Paper • 2307.08962 • Published Jul 18, 2023

AgentLite: A Lightweight Library for Building and Advancing Task-Oriented LLM Agent System

Paper • 2402.15538 • Published Feb 23, 2024 • 6

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

Paper • 2402.15506 • Published Feb 23, 2024 • 16

weirayao

authored 2 papers over 1 year ago

BOLAA: Benchmarking and Orchestrating LLM-augmented Autonomous Agents

Paper • 2308.05960 • Published Aug 11, 2023 • 19

Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization

Paper • 2308.02151 • Published Aug 4, 2023 • 19