Multi-Agent RL papers, 2023–2026
Games and MARL
Scope: NeurIPS, ICLR, ICML and CVPR, 2023–2026. 2,126 papers are tagged with this topic.
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.
Papers per venue
Counts by year and venue
| Year | NeurIPS | ICLR | ICML | CVPR | Total |
|---|---|---|---|---|---|
| 2023 | 88 | 37 | 80 | 106 | 311 |
| 2024 | 147 | 39 | 82 | 105 | 373 |
| 2025 | 255 | 91 | 115 | 113 | 574 |
| 2026 | 319 | 153 | 224 | 172 | 868 |
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
172 papers, page 4 of 4
- CVPR 2026TaskForce Cooperative Multi-agent Reinforcement Learning for Multi-task Optimization
- CVPR 2026TeFlow Enabling Multi-frame Supervision for Self-Supervised Feed-forward Scene Flow Estimation
- CVPR 2026Temporal Interaction in Spiking Transformers with Multi-Delay Mixer
- CVPR 2026The Consistency Critic Correcting Inconsistencies in Generated Images via Reference-Guided
- CVPR 2026Think Then Verify A Hypothesis-Verification Multi-Agent Framework for Long Video
- CVPR 2026TopoMA Topology-Guided Multi-Agent Dense RGB 3D Reconstruction via Distributed Inference
- CVPR 2026Towards Balanced Multi-Modal Learning in 3D Human Pose Estimation
- CVPR 2026Towards Robust Multi-Modal Semantic Segmentation with Teacher-Student Framework and Hybrid
- CVPR 2026TROPHIES Temporal Reconstruction of Places Humans and Cameras from Multi-view
- CVPR 2026Unifying Precise Keyframes and Semantic Control via Multi-level Diffusion
- CVPR 2026Universal Guideline-Driven Image Clustering via a Hybrid LLM Agent
- CVPR 2026Unsupervised Multi-agent and Single-agent Perception from Cooperative Views
- CVPR 2026VGGT-Det Mining VGGT Internal Priors for Sensor-Geometry-Free Multi-View Indoor 3D
- CVPR 2026ViBES A Conversational Agent with Behaviorally-Intelligent 3D Virtual Body
- CVPR 2026VideoChat-M1 Collaborative Policy Planning for Video Understanding via Multi-Agent Reinforcement
- CVPR 2026VideoSeek Long-Horizon Video Agent with Tool-Guided Seeking
- CVPR 2026Visual Document Understanding and Reasoning A Multi-Agent Collaboration Framework with
- CVPR 2026VS-Bench Evaluating VLMs for Strategic Abilities in Multi-Agent Environments
- CVPR 2026VULCAN Tool-Augmented Multi Agents for Iterative 3D Object Arrangement
- CVPR 2026WeatherCity Urban Scene Reconstruction with Controllable Multi-Weather Transformation
- CVPR 2026When CLIP Sees More It Fights Back Harder Multi-View Guided
- CVPR 2026Will Multimodal Models Be Dazzled by Multi-Image Visual Puzzles
Ask about this trend from Claude or Cursor
Connect the Paperlist MCP and your assistant can pull the numbers on this page while you draft a survey, pick a direction or plan a submission: papers per year and venue, growth, the fastest-rising sub-themes and representative papers, shaped around your question.
Copy this prompt into your assistant
Use paperlist to show how Multi-Agent RL papers grew at NeurIPS from 2023 to 2026, and which year jumped the most.
Tool the assistant calls: get_topic_stats {"topic": "multi-agent-rl"}
Set up Paperlist MCP in two minutes (Claude Code, Cursor, Codex, ChatGPT)
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.