AI
Reinforcement Learning
Definition pending editorial review.
Reinforcement Learning in robotics: 7 companies, 19 papers and 21 stories on record, including Holiday Robotics, Robotis, Skild AI, 4 more.
Companies
7
Funding across them
$2.07B
Papers
10
Stories
10
Companies building on it
- Holiday RoboticsCore$105M
- RobotisCore—
- $1.7B
- $150M
- $110M
- —
- —
Papers advancing it
- MARGoS: A Configuration-Driven Platform for Reproducible MARL Experiments in ARGoS
- Evo-RL: Iterative Robot Reinforcement Learning from Selective Experience
- Reflect-VLA: Internalizing Reflective Guidance via Dual-Path On-Policy Self-Distillation for Autonomous Driving
- Dream to Remember: Continual Steering of Generalist Robot Policies with World Models
- UniIntervene++: An Adaptive Intervention Agent for Efficient Real-World Reinforcement Learning
- How to Find and Reuse Policies for Continuous Adaptation in Lifelong Reinforcement Learning
- VIGOR: Zero-Shot Visual Generalization via Latent-Space Consistency in Model-Based Reinforcement Learning
- Bidirectional Voronoi-biased Exploration Curriculum for Reinforcement Learning
- PROMO: Preference-conditioned Multi-Objective Reinforcement Learning for Quadrupedal Robots
- Test-time Multi-agent Coordination by Decomposed Value Gradient Flow