Matthew E. Taylor
25 papers · 2007–2025 · 5 venues · across top CS/AI venues
This profile combines several different researchers. Authors are keyed by name, and this name's papers fall into 14 separate collaboration groups - the largest holds only 20% of them. Pick the group below that matches the researcher you mean. How a shared name is split.
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Which Matthew E. Taylor?
5 groups of papers that share co-authors internally but none with each other - each most likely a different researcher. Pick one to see its papers.
with Tianpei Yang, Jianye Hao, YAN ZHENG
5 papers
· 2022–2025
· IJCAI, AAAI, ICML
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The Evolving Landscape of LLM- and VLM-Integrated Reinforcement Learning
IJCAI 2025
A Transfer Approach Using Graph Neural Networks in Deep Reinforcement Learning
AAAI 2024
PORTAL: Automatic Curricula Generation for Multiagent Reinforcement Learning
AAAI 2024
Can You Improve My Code? Optimizing Programs with Local Search
IJCAI 2023
PMIC: Improving Multi-Agent Reinforcement Learning with Progressive Mutual Information Collaboration
ICML 2022
9 papers whose co-authors appear nowhere else under this name
An LLM-Guided Tutoring System for Social Skills Training
AAAI 2025
Leveraging Sub-Optimal Data for Human-in-the-Loop Reinforcement Learning
ICLR 2025
Model-Based Exploration in Monitored Markov Decision Processes
ICML 2025
Towered Actor Critic For Handling Multiple Action Types In Reinforcement Learning For Drug Discovery
AAAI 2021
Metatrace Actor-Critic: Online Step-Size Tuning by Meta-gradient Descent for Reinforcement Learning Control
IJCAI 2019
Improving Reinforcement Learning with Human Input
IJCAI 2018
Leveraging Human Knowledge in Tabular Reinforcement Learning: A Study of Human Subjects
IJCAI 2017
Theoretically-Grounded Policy Advice from Multiple Teachers in Reinforcement Learning Settings with Applications to Negative Transfer
IJCAI 2016
Reinforcement Learning from Demonstration through Shaping
IJCAI 2015