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Multi-Agent Systems

3306 directly classified papers

Papers per year

Papers

Robust Communicative Multi-Agent Reinforcement Learning with Active Defense AAAI 2024
Reflect-RL: Two-Player Online RL Fine-Tuning for LMs ACL 2024
Leveraging Partial Symmetry for Multi-Agent Reinforcement Learning AAAI 2024
Decentralized Monte Carlo Tree Search for Partially Observable Multi-Agent Pathfinding AAAI 2024
PMAC: Personalized Multi-Agent Communication AAAI 2024
Learn to Follow: Decentralized Lifelong Multi-Agent Pathfinding via Planning and Learning AAAI 2024
Look-ahead Search on Top of Policy Networks in Imperfect Information Games IJCAI 2024
Optimistic Value Instructors for Cooperative Multi-Agent Reinforcement Learning AAAI 2024
What Makes Good Collaborative Views? Contrastive Mutual Information Maximization for Multi-Agent Perception AAAI 2024
Factored Online Planning in Many-Agent POMDPs AAAI 2024
DeconfuseTrack: Dealing with Confusion for Multi-Object Tracking CVPR 2024
JRDB-Social: A Multifaceted Robotic Dataset for Understanding of Context and Dynamics of Human Interactions Within Social Groups CVPR 2024
Stability of Multi-Agent Learning in Competitive Networks: Delaying the Onset of Chaos AAAI 2024
Collaborative Semantic Occupancy Prediction with Hybrid Feature Fusion in Connected Automated Vehicles CVPR 2024
OVER-NAV: Elevating Iterative Vision-and-Language Navigation with Open-Vocabulary Detection and StructurEd Representation CVPR 2024
Situation-Dependent Causal Influence-Based Cooperative Multi-Agent Reinforcement Learning AAAI 2024
Beyond Single Stationary Policies: Meta-Task Players as Naturally Superior Collaborators NIPS 2024
Settling Decentralized Multi-Agent Coordinated Exploration by Novelty Sharing AAAI 2024
Meta-Inverse Reinforcement Learning for Mean Field Games via Probabilistic Context Variables AAAI 2024
Learning Coalition Structures with Games AAAI 2024
ERMVP: Communication-Efficient and Collaboration-Robust Multi-Vehicle Perception in Challenging Environments CVPR 2024
SemTra: A Semantic Skill Translator for Cross-Domain Zero-Shot Policy Adaptation AAAI 2024
On Computing Makespan-Optimal Solutions for Generalized Sliding-Tile Puzzles AAAI 2024
LASIL: Learner-Aware Supervised Imitation Learning For Long-term Microscopic Traffic Simulation CVPR 2024
Learning Not to Regret AAAI 2024