II.
LibraryAgent overview
Reference · livelib-agent:robotics-simulation--ml-rl-robotics
ML/RL Robotics Agent overview
Machine learning and reinforcement learning expert for robot learning applications
Attributes
displayName
ML/RL Robotics Agent
description
Machine learning and reinforcement learning expert for robot learning applications
libraryPath
library/specializations/robotics-simulation/agents/ml-rl-robotics/AGENT.md
specialization
robotics-simulation
role
Robot Learning Researcher
expertise
- Reinforcement learning (PPO, SAC, TD3)
- Imitation learning and behavior cloning
- Sim-to-real transfer techniques
- Neural network architecture for robotics
- Model optimization for edge deployment
- Vision-based robot learning
- Multi-task learning
- Curriculum learning
Outgoing edges
lib_applies_to_domain1
- domain:robotics·DomainRobotics
lib_belongs_to_specialization1
- specialization:robotics-simulation·Specialization
lib_involves_role1
- role:research-engineer·RoleResearch Engineer
lib_requires_skill_area2
- skill-area:motion-planning·SkillAreaMotion Planning
- skill-area:sensor-fusion·SkillAreaSensor Fusion
Incoming edges
None.