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@iacon-autonomics

Iacon Autonomics

Autonomous Training Gym for RL Agents.

Iacon Autonomics

Iacon Autonomics

Iacon operates Optimus, the first autonomous research scientist.
Bring an agent or model and a goal. Optimus researches algorithms, designs experiments, and evaluates what improves it.

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We believe superintelligence will not be a single monolithic model, but a network of domain-specific models: language models, world models and RL policies. If an agent can practice, observe and improve within an environment, it can be trained. We are automating this universal loop.

What we build

Optimus An autonomous RL engineer. Set the environment, rewards and success criteria; Optimus runs data, RL environments, reinforcement learning, fine-tuning, post-training, benchmarking and evaluation end to end, and decides what to try next.
Arkenos The research workspace Optimus runs in, natively on your own hardware.
Nenyax · open source One contract for every RL environment. Load any format (Gymnasium, OpenEnv, Verifiers, NeMo Gym, Harbor, reasoning-gym), judge it your way, and improve any model with any learner. pip install --pre nenyax

Open source

Nenyax is Apache-2.0 and built to be extended: drivers, sandboxes, model providers, hubs, learners, judges and telemetry are all plugins. Companies and researchers are welcome to bring their own; see the contributing guide.

Research grants: a free year of Arkenos for independent researchers and early-stage teams, details on iaconautonomics.com. Contact: dev@iaconautonomics.com

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  1. nenyax nenyax Public

    One contract for every RL environment: load any format, judge it your way, improve any model with any learner.

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  2. .github .github Public

    Iacon Autonomics organization profile

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