Arena
Reinforcement learning streamlined with the platform built for RLOps
Trusted by leading institutions
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Arena has significantly streamlined our RL development workflow, making training and deploying agents a breeze. The platform's hyperparameter tuning capabilities have dramatically accelerated our experimentation and improved the performance of our models.
Arena pricing
Free
For students, researchers, and developers exploring reinforcement learning
110 training credits
(~20 hours)
$0
Get startedProfessional
For small teams and individual professionals building production RL systems
500 training credits per month
(~90 hours)
$600/ month
SubscribeBusiness
For growing teams and organisations with building and deploying large RL workloads
2000 training credits per month
(~360 hours)
$1800/ month
SubscribeEnterprise
For large organisations deploying mission-critical RL applications with custom requirements
Uncapped training credits
Tailored pricing
Get in touchRunning low on training credits?
Add credits in seconds. No plan upgrades necessary.
Get credits
Free
For students, researchers, and developers exploring reinforcement learning
110 training credits
(~20 hours)
$0
Get startedProfessional
For small teams and individual professionals building production RL systems
500 training credits per month
(~90 hours)
$600/ month
SubscribeBusiness
For growing teams and organisations with building and deploying large RL workloads
2000 training credits per month
(~360 hours)
$1800/ month
SubscribeEnterprise
For large organisations deploying mission-critical RL applications with custom requirements
Uncapped training credits
Tailored pricing
Get in touchRunning low on training credits?
Add credits in seconds. No plan upgrades necessary.
Get credits> import agilerl
open-source v2 released. 10x faster training.
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Single-agent and Multi-agent Support
Train on-policy, off-policy, offline, multi-agent and contextual multi-armed bandits with unmatched speed and performance
Evolutionary Hyperparameter Optimization
Achieve automatic, optimal performance in a single training run through hyperparameter and neural network evolution
Distributed Training
Take full advantage of your entire compute stack for online and offline reinforcement learning with multi-GPU support
Hierarchical Skills
Solve complex problems by breaking down tasks into smaller, learnable sub-tasks with the AgileRL Skills wrapper
Community Driven
Benefit from the contributions of top research labs and institutions, shaped by academic citations and 220,000+ downloads
Case studies
Discover how AgileRL is delivering value
Optimising Logistics Efficiency
Dramatically increasing utilisation and reducing training time for complex bin-packing with Decision Lab
Revolutionising Algorithmic Trading
Maximising returns from high-frequency trading using reinforcement learning agents with Maxvankekeren-IT
Advancing Robot Learning
Pushing the boundaries of multi-agent reinforcement learning with University of Minnesota