Instrument

Ray (Distributed Computing)

Type: Distributed Python Compute Framework | Ecosystem: Actor-Based Concurrency, Parallel Rollouts & Workload Scaling

Distributed Python compute framework, actor-based concurrent rollouts, distributed population evaluations, and parallel task scaling.

RayPythonParallel ComputingDistributed Execution

Hands-on experience with Ray for distributed compute and parallel execution. Leveraging Ray actors, object stores, and parallelized worker pools to scale agent environment rollouts and concurrent fitness evaluations across multi-core CPU and GPU clusters.

Where this has actually been used

Projects

NEED — Neuro-Evolution for Effective Decision

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