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Simulation RL Environments
๐ข13Real-world simulation RL environments for AI agents
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AirOpsEnv v3
โRun an airline's control center through a storm day
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earakely-scale/AirOpsEnv-AgentEnv
RL Environment โข Updated โข 1.16k โข 3.83k -
PortSimEnv on AgentEnv
๐ข1Port of Barcelona weeks on AgentEnv, replayed in 3D
AI & ML interests
Open RL Environments at Scale
Recent Activity
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The ultimate guide to multi-harness RL
๐287Train open models with RL inside real agent harnesses
-
Multi-harness RL slides
๐11Watch a tutorial on training coding agents with RL environments
-
SmolDataEnvs Multi-harness | SETA Whitebox
๐งชAnswer dataset questions and receive instant scoring
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SmolDataEnvs Multi-harness | Native OpenCode
๐งชRun OpenCode tasks and see graded results
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FineEnvs/MiMo-V2.6-RL-harbor-code
RL Environment โข Updated โข 23.4k โข 6 -
FineEnvs/MiMo-V2.6-RL-harbor-cyber
RL Environment โข Updated โข 12.2k โข 5 -
FineEnvs/MiMo-V2.6-RL-harbor-general
RL Environment โข Updated โข 11.7k โข 1 -
FineEnvs/MiMo-V2.6-RL-harbor-terminal
RL Environment โข Updated โข 19.2k
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Geoguesser Environment
๐4Control and explore a Geoguesser simulation environment
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FineEnvs/geoguesser-tasks
RL Environment โข Updated โข 3.65k โข 407 โข 1 -
FineEnvs/geoguesser-qwen3.5-4b-grpo
Image-Text-to-Text โข Updated โข 18 โข 2 -
FineEnvs/geoguesser-qwen3.5-4b-grpo-v3
Image-Text-to-Text โข Updated โข 15
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Nayana Multilingual OCR
๐4OpenEnv document OCR, layout and VQA over 22 languages
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FLEURS Multilingual ASR
๐2OpenEnv speech recognition over 102 FLEURS languages
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FineEnvs/gemma-4-E4B-it-kannada-ocr-grpo
Image-Text-to-Text โข Updated โข 39 โข 2 -
FineEnvs/gemma-4-E4B-it-kannada-asr-grpo
Automatic Speech Recognition โข Updated โข 47
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FineEnvs/SmolDataEnvs
RL Environment โข Updated โข 5.39k โข 90.3k โข 102 -
FineEnvs/SmolDataEnvs-sft
Viewer โข Updated โข 4.68k โข 13.7k โข 3 -
FineEnvs/SmolDataEnvs-harbor-train
RL Environment โข Updated โข 5k โข 45.1k โข 7 -
FineEnvs/SmolDataEnvs-harbor-test
RL Environment โข Updated โข 250 โข 9.14k
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FineEnvs/watercolour-grpo-hps-only
Reinforcement Learning โข Updated โข 13 โข 1 -
FineEnvs/watercolour-reference-pool
RL Environment โข Updated โข 178 โข 2.54k โข 2 -
FineEnvs/watercolour-rollouts-hps-only
RL Environment โข Updated โข 470 โข 1.14k -
FineEnvs/watercolour-grpo-judge-led
Reinforcement Learning โข Updated โข 15 โข 1
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The ultimate guide to RL environments: building and scaling them in the LLM era
๐279Building and scaling RL environments for LLM training
-
RL Environments 101 โ Slides
๐47Explore RL Environments 101 slide presentation
-
How to turn a game into an RL environment
๐72From an idea to a trained 4B, with the dead ends left in
-
The ultimate guide to multi-harness RL
๐287Train open models with RL inside real agent harnesses
-
Simulation RL Environments
๐ข13Real-world simulation RL environments for AI agents
-
AirOpsEnv v3
โRun an airline's control center through a storm day
-
earakely-scale/AirOpsEnv-AgentEnv
RL Environment โข Updated โข 1.16k โข 3.83k -
PortSimEnv on AgentEnv
๐ข1Port of Barcelona weeks on AgentEnv, replayed in 3D
-
Nayana Multilingual OCR
๐4OpenEnv document OCR, layout and VQA over 22 languages
-
FLEURS Multilingual ASR
๐2OpenEnv speech recognition over 102 FLEURS languages
-
FineEnvs/gemma-4-E4B-it-kannada-ocr-grpo
Image-Text-to-Text โข Updated โข 39 โข 2 -
FineEnvs/gemma-4-E4B-it-kannada-asr-grpo
Automatic Speech Recognition โข Updated โข 47
-
The ultimate guide to multi-harness RL
๐287Train open models with RL inside real agent harnesses
-
Multi-harness RL slides
๐11Watch a tutorial on training coding agents with RL environments
-
SmolDataEnvs Multi-harness | SETA Whitebox
๐งชAnswer dataset questions and receive instant scoring
-
SmolDataEnvs Multi-harness | Native OpenCode
๐งชRun OpenCode tasks and see graded results
-
FineEnvs/MiMo-V2.6-RL-harbor-code
RL Environment โข Updated โข 23.4k โข 6 -
FineEnvs/MiMo-V2.6-RL-harbor-cyber
RL Environment โข Updated โข 12.2k โข 5 -
FineEnvs/MiMo-V2.6-RL-harbor-general
RL Environment โข Updated โข 11.7k โข 1 -
FineEnvs/MiMo-V2.6-RL-harbor-terminal
RL Environment โข Updated โข 19.2k
-
FineEnvs/SmolDataEnvs
RL Environment โข Updated โข 5.39k โข 90.3k โข 102 -
FineEnvs/SmolDataEnvs-sft
Viewer โข Updated โข 4.68k โข 13.7k โข 3 -
FineEnvs/SmolDataEnvs-harbor-train
RL Environment โข Updated โข 5k โข 45.1k โข 7 -
FineEnvs/SmolDataEnvs-harbor-test
RL Environment โข Updated โข 250 โข 9.14k
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Geoguesser Environment
๐4Control and explore a Geoguesser simulation environment
-
FineEnvs/geoguesser-tasks
RL Environment โข Updated โข 3.65k โข 407 โข 1 -
FineEnvs/geoguesser-qwen3.5-4b-grpo
Image-Text-to-Text โข Updated โข 18 โข 2 -
FineEnvs/geoguesser-qwen3.5-4b-grpo-v3
Image-Text-to-Text โข Updated โข 15
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FineEnvs/watercolour-grpo-hps-only
Reinforcement Learning โข Updated โข 13 โข 1 -
FineEnvs/watercolour-reference-pool
RL Environment โข Updated โข 178 โข 2.54k โข 2 -
FineEnvs/watercolour-rollouts-hps-only
RL Environment โข Updated โข 470 โข 1.14k -
FineEnvs/watercolour-grpo-judge-led
Reinforcement Learning โข Updated โข 15 โข 1
-
The ultimate guide to RL environments: building and scaling them in the LLM era
๐279Building and scaling RL environments for LLM training
-
RL Environments 101 โ Slides
๐47Explore RL Environments 101 slide presentation
-
How to turn a game into an RL environment
๐72From an idea to a trained 4B, with the dead ends left in
-
The ultimate guide to multi-harness RL
๐287Train open models with RL inside real agent harnesses