tonyteo

tonyteo is an RL env contributor.

Role: RL env contributor

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Affiliations & profile: Semantic Scholar

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26tool contribs

Tool contributions

Skill Reward Hacking

Reward Hacking Sprint v3: Enhanced environment with true metrics tracking, harder proxy traps, and hacking detection. 12 proxy rewards (4 traps) + ...

RL EnvReward HackingCurriculumEarly Warning

Autonomous Skill Evolution

Self-Improving Agent Environment: create, validate, refine, compose, and evolve reusable skills from execution traces. 40 tasks, 5 tiers, 10+ domai...

RL EnvTool UseSkill CreationAgentic

Database Optimizer

SQL query optimization environment with simulated EXPLAIN and index analysis tools

RL EnvTool UseSQLDatabaseCode

Devops Troubleshoot

Multi-turn DevOps troubleshooting environment with simulated diagnostic tools

RL EnvTool UseDevopsInfrastructure

Smart Contract Audit

Solidity smart contract audit environment with vulnerability detection tools

RL EnvTool UseSmart ContractSolidity

Data Viz Critique

Data visualization critique environment for evaluating chart/graph analysis and issue identification

RL EnvData VisualizationCritiqueAnalysis

API Migration Assistant

Single-turn API migration environment for migrating between deprecated and modern APIs

RL EnvCodeMigrationAPI

Cybersecurity Threat Id

Cybersecurity threat identification environment with attack classification and mitigation suggestions

RL EnvCybersecurityThreat DetectionSecurity

Vietnamese Legal QA

Vietnamese legal Q&A environment covering BLDS, BLHS, Labor Law, Enterprise Law, and Land Law with citation verification

RL EnvLegalVietnameseQA

Math Competition Vi

Vietnamese math competition problems (VMO/IMO style) with exact answer matching

RL EnvMathVietnameseCompetition

Unified Security Env

Progressive cybersecurity training environment: Quiz → Code Audit → Incident Response → Pen-test → Threat Modeling

RL EnvCybersecuritySecurityCode Audit

Code QA

Progressive code QA environment - fix bugs, parsing edge cases, code cleanup across 5 difficulty levels

RL EnvLevel 1Level 2Level 3

Agriculture Specialist

Level 5: Chuyên gia nông nghiệp vùng miền Việt Nam - ĐBSCL, Tây Nguyên, Bắc Bộ, Đông Nam Bộ

RL EnvVietnameseLevel 5AgricultureScience

Agriculture Simulation

Level 4: Agentic Farming Simulation - Mô phỏng 1 hecta lúa trong 24 tuần, agent ra quyết định tuần/tuần

RL EnvAgenticVietnameseLevel 4Science

Agriculture Tooluse

Level 3: Agent nông nghiệp sử dụng tools - tra cứu thời tiết, tính phân bón, tra cứu bệnh hại, tính chi phí sản xuất

RL EnvTool UseVietnameseLevel 3Science

Agriculture Basic QA

Level 1: Đánh giá kiến thức nông nghiệp cơ bản của LLM - Single-turn QA về canh tác, sâu bệnh, phân bón, thủy lợi, kinh tế nông nghiệp Việt Nam

RL EnvVietnameseQALevel 1Science

Agriculture Multiturn

Level 2: Agent trò chuyện nhiều lượt với farmer ảo - Multi-turn conversation về vấn đề nông nghiệp

RL EnvVietnameseLevel 2DialogueScience

Agriculture QA

Đánh giá kiến thức nông nghiệp của LLM - Agriculture QA Environment for Prime Intellect Environments Hub

RL EnvVietnameseQAAgricultureScience

THUANTHIEN

Your environment description here

RL Env

THANHTHANH

Your environment description here

RL Env

OpenMed PubMedQA (Tonyteo)

Single-turn biomedical QA environment for PubMedQA with CoT and boxed yes/no/maybe decision

RL EnvBiomedicalOpenmedPubmedqaMedical

Vf Openbench (Tonyteo)

Environment for single-turn tasks in OpenBench

RL Env

Wordle (Tonyteo)

Wordle game environment

RL EnvReasoningGameTextarenaGames

Tonyteo

Your environment description here

RL Env

Myenv

No need

RL Env

Supply Chain Optimizer

Your environment description here

RL Env

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