The world's first machine learning department: Libratus poker, Transformer-XL, XLNet and Mamba.
Landmark work
Leaders
Zico Kolter
Department Head
Papers on Papers
Lab page on PapersEat Your Precision: Precision Objective Mitigates Reward Hacking in Rubric-based RL
Into the Unknown: Benchmarking AI agents on open scientific research problems
X-Ragent: Tool-Augmented Reinforcement Learning for Evidence-Grounded Chest X-Ray Reasoning
Selection-Based Structured Reasoning: Toward Efficient Multimodal Search Agents
Predictive Credit: Measuring What Scientific Explanations Add to Experimental Forecasts
Training Object Permanence in World Models
JEV-as-a-Judge: Accept When Confident, Escalate When Unsure
Benchmark Radar: A Living Database and Search Engine for AI Benchmarks and Evaluation
Links
- Website
- ml.cmu.edu
- Blog
- blog.ml.cmu.edu
- X
- @mldcmu
- Papers
- Lab page on Papers
About, sources and history
- Type
- Academic, ai research
- Part of
- Carnegie Mellon University
- Sources
- ml.cmu.eduwikidata.org Q59760081
Related labs: CMU Database Group
History