Agilerl
Entrepreneur First '23London, GB · Founded 2023 · 5 known investors
AgileRL offers Arena, a platform that unifies training, tuning, and deployment of reinforcement learning models, with built-in evolutionary hyperparameter optimization and distributed multi-GPU training for single- and multi-agent tasks. It provides an open-source Python-first framework serving research labs and teams in defense, finance, robotics, and logistics, supporting on/off-policy, offline RL, bandit, and LLM fine-tuning workflows.
Founders & leadership
Agilerl was founded in 2023 by Param Kumar and Nick Ustaran-Anderegg.
PK
Param KumarinCEOParam Kumar has worked in technology and AI, with a focus on product innovation and SaaS. His experience spans several industries and regions through roles at JustEat and PolyAI.
NU
Nick Ustaran-AnderegginCTONick Ustaran-Anderegg holds an MEng in Biomedical Engineering from Imperial College London. He has worked as a machine learning engineer at several startups, leading teams that shipped models used more than a million times.
Investors · 5
Frequently asked questions
- What does Agilerl do?
- AgileRL offers Arena, a platform that unifies training, tuning, and deployment of reinforcement learning models, with built-in evolutionary hyperparameter optimization and distributed multi-GPU training for single- and multi-agent tasks. It provides an open-source Python-first framework serving research labs and teams in defense, finance, robotics, and logistics, supporting on/off-policy, offline RL, bandit, and LLM fine-tuning workflows.
- Who founded Agilerl?
- Agilerl was founded by Param Kumar, Nick Ustaran-Anderegg in 2023.
- Who are Agilerl's investors?
- Agilerl's investors include Entrepreneur First, Flying Fish Ventures, Fusion, Octopus Ventures, Counterview Capital.
- Where is Agilerl headquartered?
- Agilerl is headquartered in London, GB.