Varun Bhatt
6 papers · 2021–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(4)
Machine Learning
(3)
Reinforcement Learning
(3)
Mathematics & Optimization
(2)
Applications
(2)
Optimization
(2)
Computer Science
(1)
Deep Learning
(1)
Application Areas
(1)
Foundations
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Optimization & Theory
(1)
Keywords
multi-agent path finding
(2)
environment generation
(2)
surrogate model
(2)
message passing
(1)
graph optimization
(1)
partially observable
(1)
failure detection
(1)
quality-diversity optimization
(1)
neural cellular automata
(1)
multi-robot system
(1)
multi-agent communication
(1)
quality diversity
(1)
robot coordination
(1)
procedural content generation
(1)
scenario generation
(1)
system evaluation
(1)
neural network
(1)
multi-agent system
(1)
lifelong planning
(1)
warehouse layout optimization
(1)
Papers
Guidance Graph Optimization for Lifelong Multi-Agent Path Finding
IJCAI 2024
Arbitrarily Scalable Environment Generators via Neural Cellular Automata
NeurIPS 2023
Multi-Robot Coordination and Layout Design for Automated Warehousing
IJCAI 2023
Surrogate Assisted Generation of Human-Robot Interaction Scenarios
CoRL 2023
Deep Surrogate Assisted Generation of Environments
NeurIPS 2022
Inference-Based Deterministic Messaging For Multi-Agent Communication
AAAI 2021