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 1 of 3

1. CVPR 20253D-LLaVA: Towards Generalist 3D LMMs with Omni Superpoint Transformer
2. CVPR 20253DEnhancer: Consistent Multi-View Diffusion for 3D Enhancement
3. CVPR 2025A Hubness Perspective on Representation Learning for Graph-Based Multi-View Clustering
4. CVPR 2025AdMiT: Adaptive Multi-Source Tuning in Dynamic Environments
5. CVPR 2025All-Day Multi-Camera Multi-Target Tracking
6. CVPR 2025ASAP: Advancing Semantic Alignment Promotes Multi-Modal Manipulation Detecting and Grounding
7. CVPR 2025ATA: Adaptive Transformation Agent for Text-Guided Subject-Position Variable Background Inpainting
8. CVPR 2025Attribute-Missing Multi-view Graph Clustering
9. CVPR 2025BadToken: Token-level Backdoor Attacks to Multi-modal Large Language Models
10. CVPR 2025CaMuViD: Calibration-Free Multi-View Detection
11. CVPR 2025CAP4D: Creating Animatable 4D Portrait Avatars with Morphable Multi-View Diffusion Models
12. CVPR 2025CholecTrack20: A Multi-Perspective Tracking Dataset for Surgical Tools
13. CVPR 2025Classifier-guided CLIP Distillation for Unsupervised Multi-label Classification
14. CVPR 2025ClimbingCap: Multi-Modal Dataset and Method for Rock Climbing in World Coordinate
15. CVPR 2025CLIP Under the Microscope: A Fine-Grained Analysis of Multi-Object Representation
16. CVPR 2025CLOC: Contrastive Learning for Ordinal Classification with Multi-Margin N-pair Loss
17. CVPR 2025CocoER: Aligning Multi-Level Feature by Competition and Coordination for Emotion Recognition
18. CVPR 2025Collaborative Tree Search for Enhancing Embodied Multi-Agent Collaboration
19. CVPR 2025CoMatcher: Multi-View Collaborative Feature Matching
20. CVPR 2025Compositional Targeted Multi-Label Universal Perturbations
21. CVPR 2025CorrBEV: Multi-View 3D Object Detection by Correlation Learning with Multi-modal Prototypes
22. CVPR 2025Correlative and Discriminative Label Grouping for Multi-Label Visual Prompt Tuning
23. CVPR 2025Cross-Modal 3D Representation with Multi-View Images and Point Clouds
24. CVPR 2025Deep Fair Multi-View Clustering with Attention KAN
25. CVPR 2025Detect Any Mirrors: Boosting Learning Reliability on Large-Scale Unlabeled Data with an Iterative Data Engine
26. CVPR 2025DiGIT: Multi-Dilated Gated Encoder and Central-Adjacent Region Integrated Decoder for Temporal Action Detection Transformer
27. CVPR 2025Do We Really Need Curated Malicious Data for Safety Alignment in Multi-modal Large Language Models?
28. CVPR 2025DyMO: Training-Free Diffusion Model Alignment with Dynamic Multi-Objective Scheduling
29. CVPR 2025EarthDial: Turning Multi-sensory Earth Observations to Interactive Dialogues
30. CVPR 2025Ego4o: Egocentric Human Motion Capture and Understanding from Multi-Modal Input
31. CVPR 2025EgoLM: Multi-Modal Language Model of Egocentric Motions
32. CVPR 2025Enhanced then Progressive Fusion with View Graph for Multi-View Clustering
33. CVPR 2025Enhancing Testing-Time Robustness for Trusted Multi-View Classification in the Wild
34. CVPR 2025Every SAM Drop Counts: Embracing Semantic Priors for Multi-Modality Image Fusion and Beyond
35. CVPR 2025FaceBench: A Multi-View Multi-Level Facial Attribute VQA Dataset for Benchmarking Face Perception MLLMs
36. CVPR 2025FADA: Fast Diffusion Avatar Synthesis with Mixed-Supervised Multi-CFG Distillation
37. CVPR 2025Fast and Accurate Gigapixel Pathological Image Classification with Hierarchical Distillation Multi-Instance Learning
38. CVPR 2025Finsler Multi-Dimensional Scaling: Manifold Learning for Asymmetric Dimensionality Reduction and Embedding
39. CVPR 2025Fish-Vista: A Multi-Purpose Dataset for Understanding & Identification of Traits from Images
40. CVPR 2025GeoAvatar: Geometrically-Consistent Multi-Person Avatar Reconstruction from Sparse Multi-View Videos
41. CVPR 2025Geometry-guided Online 3D Video Synthesis with Multi-View Temporal Consistency
42. CVPR 2025GeoMM: On Geodesic Perspective for Multi-modal Learning
43. CVPR 2025GRAE-3DMOT: Geometry Relation-Aware Encoder for Online 3D Multi-Object Tracking
44. CVPR 2025HOT3D: Hand and Object Tracking in 3D from Egocentric Multi-View Videos
45. CVPR 2025HumanMM: Global Human Motion Recovery from Multi-shot Videos
46. CVPR 2025Hybrid-Level Instruction Injection for Video Token Compression in Multi-modal Large Language Models
47. CVPR 2025IDEA: Inverted Text with Cooperative Deformable Aggregation for Multi-modal Object Re-Identification
48. CVPR 2025Identifying and Mitigating Spurious Correlation in Multi-Task Learning
49. CVPR 2025IMFine: 3D Inpainting via Geometry-guided Multi-view Refinement
50. CVPR 2025Imputation-free and Alignment-free: Incomplete Multi-view Clustering Driven by Consensus Semantic 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.