Longtao Zheng
6 papers · 2023–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
👥
Mega-Team · Squad
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Research topics
Keywords
causal inference
(1)
reinforcement learning
(1)
reward modeling
(1)
benchmark suite
(1)
similarity search
(1)
in-context learning
(1)
memory retrieval
(1)
vision-language model
(1)
counterfactual reasoning
(1)
teammate modeling
(1)
soft reinforcement learning
(1)
ad hoc teamwork
(1)
agent system
(1)
computer control
(1)
function calling
(1)
gui grounding
(1)
virtual agent
(1)
online fine-tuning
(1)
multi-agent system
(1)
parameter-efficient training
(1)
Papers
AgentStudio: A Toolkit for Building General Virtual Agents
ICLR 2025
Cradle: Empowering Foundation Agents towards General Computer Control
ICML 2025
Towards Efficient Online Tuning of VLM Agents via Counterfactual Soft Reinforcement Learning
ICML 2025
Synapse: Trajectory-as-Exemplar Prompting with Memory for Computer Control
ICLR 2024
True Knowledge Comes from Practice: Aligning Large Language Models with Embodied Environments via Reinforcement Learning
ICLR 2024
Controlling Type Confounding in Ad Hoc Teamwork with Instance-wise Teammate Feedback Rectification
ICML 2023