Matthew Taylor
5 papers · 2014–2023 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (17) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3)
π
Academic Marathon
(9)
π
Cross-Pollinator
(13)
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Renaissance Researcher
(5)
π
Trend Setter
Conferences
AAAI (2)
NIPS (2)
ICML (1)
Top co-authors
Research topics
Keywords
representation learning
(1)
multi-agent reinforcement learning
(1)
reinforcement learning
(1)
sample efficiency
(1)
multi-task learning
(1)
imitation learning
(1)
policy gradient
(1)
sequential decision making
(1)
knowledge transfer
(1)
policy learning
(1)
error detection
(1)
human feedback
(1)
markov game
(1)
value factorization
(1)
sparse reward
(1)
reward shaping
(1)
cooperative game
(1)
behavioral cloning
(1)
robust control
(1)
credit assignment
(1)
Papers
Ignorance is Bliss: Robust Control via Information Gating
NIPS 2023
Learning to Shape Rewards Using a Game of Two Partners
AAAI 2023
Augmenting Flight Training with AI to Efficiently Train Pilots
AAAI 2023
Multiagent Q-learning with Sub-Team Coordination
NIPS 2022
Online Multi-Task Learning for Policy Gradient Methods
ICML 2014