Multi-Agent RL papers, 2023–2026

Key findings

• Multi-Agent RL went from 311 papers in 2023 to 868 in 2026, roughly 2.8x in three years.
• NeurIPS publishes the most Multi-Agent RL work: 809 papers from 2023 to 2026, 38% of the four-venue total.
• The fastest-growing overlap is with Multimodal LLMs: papers tagged with both rose from 9 in 2023 to 70 in 2026.
• Among the 5 topics under Games and Planning, it ranks #1 by 2026 paper count; the fastest grower in the group, Classical Planning, is up 3.3x versus 2.8x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 20262-Step Agent: How a Bayesian Decision Maker Learns from AI-Decision Support
• ICML 2026A Causal Decomposition Approach for Fair Contextual Multi-Armed Bandits
• ICLR 2026Calibrated Information Bottleneck for Trusted Multi-modal Clustering
• CVPR 2026A Sanity Check for Multi-In-Domain Face Forgery Detection in the
• NeurIPS 2025Algorithms and SQ Lower Bounds for Robustly Learning Real-valued Multi-Index Models
• ICML 2025A Classification View on Meta Learning Bandits
• ICLR 2025BEEM: Boosting Performance of Early Exit DNNs using Multi-Exit Classifiers as Experts
• CVPR 2025All-Day Multi-Camera Multi-Target Tracking
• NeurIPS 2024A New Multi-Source Light Detection Benchmark and Semi-Supervised Focal Light Detection
• ICML 2024A Federated Stochastic Multi-level Compositional Minimax Algorithm for Deep AUC Maximization
• ICLR 2024An Intuitive Multi-Frequency Feature Representation for SO(3)-Equivariant Networks
• CVPR 2024DeconfuseTrack: Dealing with Confusion for Multi-Object Tracking
• NeurIPS 2023A Novel Approach for Effective Multi-View Clustering with Information-Theoretic Perspective
• ICML 2023A Framework for Adapting Offline Algorithms to Solve Combinatorial Multi-Armed Bandit Problems with Bandit Feedback
• ICLR 2023An Additive Instance-Wise Approach to Multi-class Model Interpretation
• CVPR 2023A Light Touch Approach to Teaching Transformers Multi-View Geometry
• NeurIPS 2026A Black-Box Reduction from Regret to Multi-Level Coverage
• ICML 2026A Consensus Anchor-guided Hypergraph Framework for Incomplete Multi-view Clustering
• ICLR 2026Confident Block Diagonal Structure-Aware Invariable Graph Completion for Incomplete Multi-view Clustering
• CVPR 2026Anti-Degradation Lifelong Multi-View Clustering

All Multi-Agent RL papers

113 papers, page 2 of 3

51. CVPR 2025Incomplete Multi-modal Brain Tumor Segmentation via Learnable Sorting State Space Model
52. CVPR 2025Incomplete Multi-View Multi-label Learning via Disentangled Representation and Label Semantic Embedding
53. CVPR 2025Infighting in the Dark: Multi-Label Backdoor Attack in Federated Learning
54. CVPR 2025KMD: Koopman Multi-modality Decomposition for Generalized Brain Tumor Segmentation under Incomplete Modalities
55. CVPR 2025Large-scale Multi-view Tensor Clustering with Implicit Linear Kernels
56. CVPR 2025Learning Compatible Multi-Prize Subnetworks for Asymmetric Retrieval
57. CVPR 2025Learning to Detect Objects from Multi-Agent LiDAR Scans without Manual Labels
58. CVPR 2025MAC-Ego3D: Multi-Agent Gaussian Consensus for Real-Time Collaborative Ego-Motion and Photorealistic 3D Reconstruction
59. CVPR 2025MAGiC-SLAM: Multi-Agent Gaussian Globally Consistent SLAM
60. CVPR 2025MammAlps: A Multi-view Video Behavior Monitoring Dataset of Wild Mammals in the Swiss Alps
61. CVPR 2025Medusa: A Multi-Scale High-order Contrastive Dual-Diffusion Approach for Multi-View Clustering
62. CVPR 2025MERGE: Multi-faceted Hierarchical Graph-based GNN for Gene Expression Prediction from Whole Slide Histopathology Images
63. CVPR 2025MET3R: Measuring Multi-View Consistency in Generated Images
64. CVPR 2025MITracker: Multi-View Integration for Visual Object Tracking
65. CVPR 2025MMVU: Measuring Expert-Level Multi-Discipline Video Understanding
66. CVPR 2025MNE-SLAM: Multi-Agent Neural SLAM for Mobile Robots
67. CVPR 2025MobileMamba: Lightweight Multi-Receptive Visual Mamba Network
68. CVPR 2025Model Poisoning Attacks to Federated Learning via Multi-Round Consistency
69. CVPR 2025MonoInstance: Enhancing Monocular Priors via Multi-view Instance Alignment for Neural Rendering and Reconstruction
70. CVPR 2025MOS-Attack: A Scalable Multi-objective Adversarial Attack Framework
71. CVPR 2025Motions as Queries: One-Stage Multi-Person Holistic Human Motion Capture
72. CVPR 2025Multi-Label Prototype Visual Spatial Search for Weakly Supervised Semantic Segmentation
73. CVPR 2025Multi-Layer Visual Feature Fusion in Multimodal LLMs: Methods, Analysis, and Best Practices
74. CVPR 2025Multi-Modal Aerial-Ground Cross-View Place Recognition with Neural ODEs
75. CVPR 2025Multi-modal Knowledge Distillation-based Human Trajectory Forecasting
76. CVPR 2025Multi-modal Medical Diagnosis via Large-small Model Collaboration
77. CVPR 2025Multi-View Pose-Agnostic Change Localization with Zero Labels
78. CVPR 2025Multi-view Reconstruction via SfM-guided Monocular Depth Estimation
79. CVPR 2025MUSt3R: Multi-view Network for Stereo 3D Reconstruction
80. CVPR 2025MVBoost: Boost 3D Reconstruction with Multi-View Refinement
81. CVPR 2025MVDoppler-Pose: Multi-Modal Multi-View mmWave Sensing for Long-Distance Self-Occluded Human Walking Pose Estimation
82. CVPR 2025MVSAnywhere: Zero-Shot Multi-View Stereo
83. CVPR 2025NADER: Neural Architecture Design via Multi-Agent Collaboration
84. CVPR 2025Neural LightRig: Unlocking Accurate Object Normal and Material Estimation with Multi-Light Diffusion
85. CVPR 2025Omnia de EgoTempo: Benchmarking Temporal Understanding of Multi-Modal LLMs in Egocentric Videos
86. CVPR 2025Omnidirectional Multi-Object Tracking
87. CVPR 2025OmniMMI: A Comprehensive Multi-modal Interaction Benchmark in Streaming Video Contexts
88. CVPR 2025PCDreamer: Point Cloud Completion Through Multi-view Diffusion Priors
89. CVPR 2025Pippo: High-Resolution Multi-View Humans from a Single Image
90. CVPR 2025PMNI: Pose-free Multi-view Normal Integration for Reflective and Textureless Surface Reconstruction
91. CVPR 2025PoseBH: Prototypical Multi-Dataset Training Beyond Human Pose Estimation
92. CVPR 2025ProHOC: Probabilistic Hierarchical Out-of-Distribution Classification via Multi-Depth Networks
93. CVPR 2025Resilient Sensor Fusion Under Adverse Sensor Failures via Multi-Modal Expert Fusion
94. CVPR 2025Rethinking the Adversarial Robustness of Multi-Exit Neural Networks in an Attack-Defense Game
95. CVPR 2025Rethinking Vision-Language Model in Face Forensics: Multi-Modal Interpretable Forged Face Detector
96. CVPR 2025RobSense: A Robust Multi-modal Foundation Model for Remote Sensing with Static, Temporal, and Incomplete Data Adaptability
97. CVPR 2025RoGSplat: Learning Robust Generalizable Human Gaussian Splatting from Sparse Multi-View Images
98. CVPR 2025ROLL: Robust Noisy Pseudo-label Learning for Multi-View Clustering with Noisy Correspondence
99. CVPR 2025SceneCrafter: Controllable Multi-View Driving Scene Editing
100. CVPR 2025SeqMvRL: A Sequential Fusion Framework for Multi-view Representation Learning

FAQ

How many Multi-Agent RL papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

2,126 in total: 311 in 2023, 373 in 2024, 574 in 2025, 868 in 2026.

How many Multi-Agent RL papers are at NeurIPS 2026?

NeurIPS 2026 has 319 Multi-Agent RL papers, versus 255 the year before.

How many Multi-Agent RL papers are at ICLR 2026?

ICLR 2026 has 153 Multi-Agent RL papers, versus 91 the year before.

How many Multi-Agent RL papers are at ICML 2026?

ICML 2026 has 224 Multi-Agent RL papers, versus 115 the year before.

How many Multi-Agent RL papers are at CVPR 2026?

CVPR 2026 has 172 Multi-Agent RL papers, versus 113 the year before.

Which conference publishes the most Multi-Agent RL papers?

NeurIPS, with 809 papers from 2023 to 2026.