Michael Dann
7 papers · 2017–2024 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird
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Keyword Pioneer
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Keyword Champion
(2)
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Topic Evolution
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Conference Pioneer
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(5)
Machine Learning
(4)
Learning Types Β· Machine Learning
(3)
Reinforcement Learning
(2)
Applications
(2)
Methods
(2)
Optimization & Theory
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Core Methods
(1)
Learning Types Β· Deep Learning
(1)
Optimization
(1)
Keywords
multi-agent system
(3)
monte carlo tree search
(3)
reinforcement learning
(2)
intention recognition
(2)
autonomous learning
(1)
action prediction
(1)
spectral decomposition
(1)
social network
(1)
atari game
(1)
game ai
(1)
exploration strategy
(1)
sparse reward
(1)
intrinsic reward
(1)
reward machine
(1)
value-based method
(1)
goal recognition
(1)
skill reuse
(1)
subgoal discovery
(1)
self-imitation learning
(1)
intention progression
(1)
Papers
Harnessing Network Effect for Fake News Mitigation: Selecting Debunkers via Self-Imitation Learning
AAAI 2024
Multi-Agent Intention Recognition and Progression
IJCAI 2023
Multi-Agent Intention Progression with Reward Machines
IJCAI 2022
Adapting to Reward Progressivity via Spectral Reinforcement Learning
ICLR 2021
Multi-Agent Intention Progression with Black-Box Agents
IJCAI 2021
Deriving Subgoals Autonomously to Accelerate Learning in Sparse Reward Domains
AAAI 2019
Real-Time Navigation in Classical Platform Games via Skill Reuse
IJCAI 2017