RL Environment·Custom capability

RL Environments and Agents

Custom RL environments and verifier design for training and evaluating agentic models.

Company-reportedConfidence: high·Last verified: 2026-08-16·How verification works
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Profile completeness 100%

What it is

Surge describes a capability for creating complex RL environments that challenge agentic models, together with verifiers that reward their behavior. This capability record does not imply a fixed public task count or a single packaged environment.

Capabilities

Only evidenced capabilities are shown as Yes. Missing evidence remains Unknown.

StatefulUnknown
Long horizonYes
Multi-turnUnknown
Multi-agentUnknown
AdversarialUnknown
MultimodalUnknown
Tool useYes
Browser useUnknown
Computer useUnknown
Code executionUnknown
File manipulationUnknown
API interactionUnknown
MCP supportUnknown
SandboxedUnknown
Deterministic resetUnknown
Stochastic behaviorUnknown
Human in the loopUnknown
Expert authoredYes
SyntheticUnknown
Production derivedUnknown
Real application replicaUnknown
Partial observabilityUnknown
Persistent stateUnknown
Cross-applicationUnknown

Sources & provenance

  1. Surge AI · official · accessed 2026-08-16 · company-reported
  2. Surge AI Research Team · official · accessed 2026-08-16 · company-reported

Related artifacts

Benchmark

CoreCraft

Public sample

A simulated enterprise environment where agents complete customer-support and operational tasks inside a fictional PC retailer.

Surge · 100% completeCompany-reported