UCLA Scalable Analytics Institute

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willhx 

authored 2 papers 10 days ago

T$^2$PO: Uncertainty-Guided Exploration Control for Stable Multi-Turn Agentic Reinforcement Learning

Paper • 2605.02178 • Published May 4 • 10

HarnessBridge: Learnable Bidirectional Controller for LLM Agent Harness

Paper • 2606.12882 • Published 15 days ago • 13

willhx 

submitted a paper to Daily Papers about 2 months ago

T^2PO: Uncertainty-Guided Exploration Control for Stable Multi-Turn Agentic Reinforcement Learning

Paper • 2605.02178 • Published May 4 • 10

willhx 

authored a paper 4 months ago

ARLArena: A Unified Framework for Stable Agentic Reinforcement Learning

Paper • 2602.21534 • Published Feb 25 • 26

UCLA-SCAI-Lab 

updated a collection 4 months ago

ARLArena

Collection

3 items • Updated Feb 26 • 1

zhhhhahahaha 

updated a model 4 months ago

UCLA-SCAI/Qwen3-VL-4B-Instruct-rft-sokoban_6x6

4B • Updated Feb 26 • 1

zhhhhahahaha 

published a model 4 months ago

UCLA-SCAI/Qwen3-VL-4B-Instruct-rft-sokoban_6x6

4B • Updated Feb 26 • 1

UCLA-SCAI-Lab 

updated a collection 5 months ago

ARLArena

Collection

3 items • Updated Feb 26 • 1

zhhhhahahaha 

updated a model 5 months ago

UCLA-SCAI/Qwen3-4B-rft-webshop

4B • Updated Feb 2 • 7

zhhhhahahaha 

published a model 5 months ago

UCLA-SCAI/Qwen3-4B-rft-webshop

4B • Updated Feb 2 • 7

zhhhhahahaha 

updated a model 5 months ago

UCLA-SCAI/Qwen3-4B-rft-alfworld

4B • Updated Feb 2 • 3

zhhhhahahaha 

published a model 5 months ago

UCLA-SCAI/Qwen3-4B-rft-alfworld

4B • Updated Feb 2 • 3

sxkdz 

authored 4 papers almost 2 years ago

SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models

Paper • 2307.10635 • Published Jul 20, 2023 • 9

GSLB: The Graph Structure Learning Benchmark

Paper • 2310.05174 • Published Oct 8, 2023

Efficient Evolutionary Search Over Chemical Space with Large Language Models

Paper • 2406.16976 • Published Jun 23, 2024 • 1

MIRAI: Evaluating LLM Agents for Event Forecasting

Paper • 2407.01231 • Published Jul 1, 2024 • 18

sxkdz 

authored a paper about 2 years ago

Learning Over Molecular Conformer Ensembles: Datasets and Benchmarks

Paper • 2310.00115 • Published Sep 29, 2023