RL Environment
RL Environments and Agents
Custom RL environments and verifier design for training and evaluating agentic models.
Surge · 100% completeCompany-reported
Environment Bundle·Private commercial
Off-The-Shelf Data Catalog
Pre-built commercial datasets and RL environments spanning coding, enterprise agents, STEM, tool use, and reasoning.
What it is
Surge describes a ready-to-use private commercial catalog containing expert-built training datasets, evaluation sets, and RL environments. Public pages expose selected categories and reported model results but not the full underlying inventory.
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 executionYes
File manipulationYes
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. Products ↗Surge AI · official · accessed 2026-08-16 · company-reported
- Surge AI · official · accessed 2026-08-16 · company-reported
Related artifacts
Custom capability
Verifier
Rubrics and Verifiers
Custom rubric and verifier design for scoring complex model and agent behavior.
Surge · 100% completeCompany-reported
Dataset
RLHF
Human preference and reward data for reinforcement learning from human feedback.
Surge · 100% completeCompany-reported