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

2,126 papers, page 31 of 43

1501. CVPR 2024mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration
1502. CVPR 2024Multi-agent Collaborative Perception via Motion-aware Robust Communication Network
1503. CVPR 2024Multi-agent Long-term 3D Human Pose Forecasting via Interaction-aware Trajectory Conditioning
1504. CVPR 2024Multi-Modal Proxy Learning Towards Personalized Visual Multiple Clustering
1505. CVPR 2024Multi-Object Tracking in the Dark
1506. CVPR 2024Multi-Scale 3D Gaussian Splatting for Anti-Aliased Rendering
1507. CVPR 2024Multi-Session SLAM with Differentiable Wide-Baseline Pose Optimization
1508. CVPR 2024Multi-View Attentive Contextualization for Multi-View 3D Object Detection
1509. CVPR 2024Multiview Aerial Visual RECognition (MAVREC): Can Multi-view Improve Aerial Visual Perception?
1510. CVPR 2024MuRF: Multi-Baseline Radiance Fields
1511. CVPR 2024MVCPS-NeuS: Multi-view Constrained Photometric Stereo for Neural Surface Reconstruction
1512. CVPR 2024MVIP-NeRF: Multi-view 3D Inpainting on NeRF Scenes via Diffusion Prior
1513. CVPR 2024NeLF-Pro: Neural Light Field Probes for Multi-Scale Novel View Synthesis
1514. CVPR 2024OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allocation
1515. CVPR 2024Orchestrate Latent Expertise: Advancing Online Continual Learning with Multi-Level Supervision and Reverse Self-Distillation
1516. CVPR 2024OVMR: Open-Vocabulary Recognition with Multi-Modal References
1517. CVPR 2024Person-in-WiFi 3D: End-to-End Multi-Person 3D Pose Estimation with Wi-Fi
1518. CVPR 2024Pink: Unveiling the Power of Referential Comprehension for Multi-modal LLMs
1519. CVPR 2024Pixel-level Semantic Correspondence through Layout-aware Representation Learning and Multi-scale Matching Integration
1520. CVPR 2024Promptable Behaviors: Personalizing Multi-Objective Rewards from Human Preferences
1521. CVPR 2024Rethinking Diffusion Model for Multi-Contrast MRI Super-Resolution
1522. CVPR 2024Rethinking Multi-view Representation Learning via Distilled Disentangling
1523. CVPR 2024Rethinking Transformers Pre-training for Multi-Spectral Satellite Imagery
1524. CVPR 2024Revisiting the Domain Shift and Sample Uncertainty in Multi-source Active Domain Transfer
1525. CVPR 2024RNb-NeuS: Reflectance and Normal-based Multi-View 3D Reconstruction
1526. CVPR 2024RTMO: Towards High-Performance One-Stage Real-Time Multi-Person Pose Estimation
1527. CVPR 2024S2MVTC: a Simple yet Efficient Scalable Multi-View Tensor Clustering
1528. CVPR 2024SDSTrack: Self-Distillation Symmetric Adapter Learning for Multi-Modal Visual Object Tracking
1529. CVPR 2024Self-Supervised Multi-Object Tracking with Path Consistency
1530. CVPR 2024SelfPose3d: Self-Supervised Multi-Person Multi-View 3d Pose Estimation
1531. CVPR 2024Sharingan: A Transformer Architecture for Multi-Person Gaze Following
1532. CVPR 2024Slice3D: Multi-Slice Occlusion-Revealing Single View 3D Reconstruction
1533. CVPR 2024SPAD: Spatially Aware Multi-View Diffusers
1534. CVPR 2024SuperNormal: Neural Surface Reconstruction via Multi-View Normal Integration
1535. CVPR 2024Suppress and Rebalance: Towards Generalized Multi-Modal Face Anti-Spoofing
1536. CVPR 2024TAMM: TriAdapter Multi-Modal Learning for 3D Shape Understanding
1537. CVPR 2024TeMO: Towards Text-Driven 3D Stylization for Multi-Object Meshes
1538. CVPR 2024Towards Calibrated Multi-label Deep Neural Networks
1539. CVPR 2024Towards Generalizable Multi-Object Tracking
1540. CVPR 2024TULIP: Multi-camera 3D Precision Assessment of Parkinson's Disease
1541. CVPR 2024Unsupervised Gaze Representation Learning from Multi-view Face Images
1542. CVPR 2024View-Category Interactive Sharing Transformer for Incomplete Multi-View Multi-Label Learning
1543. CVPR 2024ViewFusion: Towards Multi-View Consistency via Interpolated Denoising
1544. CVPR 2024Visual Anagrams: Generating Multi-View Optical Illusions with Diffusion Models
1545. CVPR 2024VMINer: Versatile Multi-view Inverse Rendering with Near- and Far-field Light Sources
1546. CVPR 2024What If the TV Was Off? Examining Counterfactual Reasoning Abilities of Multi-modal Language Models
1547. CVPR 2024What When and Where? Self-Supervised Spatio-Temporal Grounding in Untrimmed Multi-Action Videos from Narrated Instructions
1548. ICLR 2024A Multi-Level Framework for Accelerating Training Transformer Models
1549. ICLR 2024A Progressive Training Framework for Spiking Neural Networks with Learnable Multi-hierarchical Model
1550. ICLR 2024AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors

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.