Evan Zheran Liu
4 papers · 2018–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird
🚀
Conference Pioneer
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Reinforcement Learning
(3)
Applications
(3)
Core AI
(3)
Methods
(2)
Deep Learning
(1)
Natural Language Processing
(1)
Application Areas
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Resources & Methods
(1)
Keywords
reinforcement learning
(2)
zero-shot learning
(1)
sample efficiency
(1)
multi-task learning
(1)
dataset creation
(1)
language model evaluation
(1)
language grounding
(1)
language learning
(1)
pomdp
(1)
hidden state
(1)
meta-reinforcement learning
(1)
embodied agent
(1)
safety evaluation
(1)
behavioral cloning
(1)
multi-task generalization
(1)
benchmark construction
(1)
capability evaluation
(1)
web automation
(1)
embodied language learning
(1)
partially observed
(1)
Papers
AutoBencher: Towards Declarative Benchmark Construction
ICLR 2025
Learning to Explore in POMDPs with Informational Rewards
ICML 2024
Simple Embodied Language Learning as a Byproduct of Meta-Reinforcement Learning
ICML 2023
Reinforcement Learning on Web Interfaces using Workflow-Guided Exploration
ICLR 2018