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Best Reinforcement Learning Models

390

390 reinforcement learning models on MLForge, ranked by downloads — including work from HumanCompatibleAI, PaulVialard, TianheWu, Tesleum. Compare, download and run them locally on your own GPU. Free tier.

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Top Reinforcement Learning models

P HumanCompatibleAI/ppo-seals-CartPole-v0 Reinforcement Learning 48.5K 17 🤗 HF P HumanCompatibleAI/ppo-Pendulum-v1 Reinforcement Learning 41.8K 6 🤗 HF P PaulVialard/ppo-Huggy Reinforcement Learning 4.6K 🤗 HF V TianheWu/VisualQuality-R1-7B Reinforcement Learning ·8.3B params 4.0K 14 🤗 HF S Tesleum/shirdel-coder-9b-claude-fable-5 Reinforcement Learning 3.7K 3 🤗 HF S mradermacher/SpatialThinker-7B-i1-GGUF Reinforcement Learning 3.6K 1 🤗 HF B PKU-Alignment/beaver-7b-v1.0-cost Reinforcement Learning ·6.6B params 3.1K 10 🤗 HF B PKU-Alignment/beaver-7b-v1.0-reward Reinforcement Learning ·6.6B params 2.8K 17 🤗 HF R RLinf/RLinf-OpenVLAOFT-LIBERO-130-Base-Lora Reinforcement Learning ·7.5B params 2.6K 🤗 HF T ValueFX9507/Tifa-Deepsex-14b-CoT-GGUF-Q4 Reinforcement Learning 2.4K 842 🤗 HF T yhyk1971/Tifa-Deepsex-14b-CoT-Q8 Reinforcement Learning 2.3K 1 🤗 HF V mradermacher/Vero-Qwen35-9B-Base-i1-GGUF Reinforcement Learning 2.3K 🤗 HF V mradermacher/Vero-Qwen35-9B-i1-GGUF Reinforcement Learning 2.3K 🤗 HF R mradermacher/Reflector-Internalizing-Safety-Llama-3.1-8B-RL-i1-GGUF Reinforcement Learning 2.2K 1 🤗 HF M Shadow0482/mythos_fast Reinforcement Learning 2.1K 7 🤗 HF C mradermacher/ChineseErrorCorrector4-4B-GGUF Reinforcement Learning 1.9K 🤗 HF P Nablaaa/ppo-Pyramids Reinforcement Learning 1.8K 🤗 HF O mradermacher/OPID-ALFWorld-1.7B-i1-GGUF Reinforcement Learning 1.7K 🤗 HF D edbeeching/decision-transformer-gym-hopper-medium Reinforcement Learning 1.7K 7 🤗 HF T ValueFX9507/Tifa-Deepsex-14b-CoT-Q8 Reinforcement Learning 1.6K 188 🤗 HF C mradermacher/ChineseErrorCorrector4-4B-i1-GGUF Reinforcement Learning 1.6K 🤗 HF S mradermacher/SpatialThinker-3B-i1-GGUF Reinforcement Learning 1.4K 2 🤗 HF S mradermacher/SpatialThinker-7B-GGUF Reinforcement Learning 1.2K 1 🤗 HF P Malgesw/ppo-Huggy Reinforcement Learning 1.2K 🤗 HF T ValueFX9507/Tifa-DeepsexV2-7b-MGRPO-GGUF-Q4 Reinforcement Learning 1.1K 228 🤗 HF T ValueFX9507/Tifa-DeepsexV2-7b-MGRPO-GGUF-Q8 Reinforcement Learning 1.1K 200 🤗 HF S manuu01/SoccerTwos Reinforcement Learning 1.0K 1 🤗 HF P Azeeme/poca-SoccerTwos Reinforcement Learning 977 🤗 HF P pontins/ppo-Huggy Reinforcement Learning 977 🤗 HF P Shinroi/ppo-Huggy Reinforcement Learning 915 🤗 HF P Tunamelon/ppo-LunarLander-v2 Reinforcement Learning 909 🤗 HF M MooreThreads/MusaCoder-27B Reinforcement Learning ·3.1M params 893 48 🤗 HF P amanoyaku/poca-SoccerTwos Reinforcement Learning 880 🤗 HF P NikosKokkini/poca-SoccerTwos Reinforcement Learning 877 🤗 HF O mradermacher/openfugu-conductor-3b-GGUF Reinforcement Learning 814 1 🤗 HF P HumanCompatibleAI/ppo-CartPole-v1 Reinforcement Learning 763 🤗 HF P Bishdata/ppo-Huggy Reinforcement Learning 761 🤗 HF P z4x/poca-SoccerTwos-v3 Reinforcement Learning 745 🤗 HF U graceesthi/ug-cppo-finai-2025 Reinforcement Learning 731 🤗 HF P MoHan136/ppo-Huggy-class Reinforcement Learning 710 🤗 HF D mradermacher/DyCo-RL-Qwen2.5-VL-7B-GGUF Reinforcement Learning 684 🤗 HF P leuyendt/ppo-Huggy Reinforcement Learning 666 1 🤗 HF D zilinhuang/DriveVLM-RL Reinforcement Learning 644 🤗 HF P sb3/ppo-CartPole-v1 Reinforcement Learning 638 🤗 HF P QYHcrossover/poca-test2 Reinforcement Learning 633 🤗 HF P voyzan/poca-SoccerTwos Reinforcement Learning 627 🤗 HF H dureduck/HuggyForACMAI Reinforcement Learning 624 🤗 HF P Raiden-1001/poca-Soccerv7 Reinforcement Learning 605 🤗 HF O mradermacher/OPID-ALFWorld-1.7B-GGUF Reinforcement Learning 588 🤗 HF V mradermacher/VeriReason-Qwen2.5-7b-RTLCoder-Verilog-GRPO-reasoning-tb-i1-GGUF Reinforcement Learning 573 4 🤗 HF P sb3/ppo-BipedalWalker-v3 Reinforcement Learning 573 🤗 HF M mradermacher/MechVL-4B-RL-GGUF Reinforcement Learning 560 🤗 HF S mradermacher/story_generation_Qwen3_8B_RL-i1-GGUF Reinforcement Learning 546 🤗 HF M micahr234/mouse-example-model Reinforcement Learning 539 🤗 HF G mradermacher/GoLongRL-4B-i1-GGUF Reinforcement Learning 517 🤗 HF T ValueFX9507/Tifa-DeepsexV3-14b-GGUF-Q6 Reinforcement Learning 509 45 🤗 HF S mradermacher/SpatialThinker-3B-GGUF Reinforcement Learning 490 1 🤗 HF T apoorvasrinivasan/tacrolimus-rl-ddi Reinforcement Learning 482 🤗 HF T mradermacher/Tifa-Deepsex-14b-CoT-GGUF Reinforcement Learning 460 24 🤗 HF P dragiychev/ppo-Huggy Reinforcement Learning 458 🤗 HF P lilianz/ppo-Huggy Reinforcement Learning 453 🤗 HF D sb3/dqn-SeaquestNoFrameskip-v4 Reinforcement Learning 439 🤗 HF P Axion004/ppo-Huggy Reinforcement Learning 431 🤗 HF V callensxavier/v10g2-dqn-compiler-optimization Reinforcement Learning 431 🤗 HF C mradermacher/CIM-Qwen2.5-VL-7B-GGUF Reinforcement Learning 430 1 🤗 HF O mradermacher/Orsta-7B-i1-GGUF Reinforcement Learning 430 🤗 HF P suneater175/ppo-Huggy Reinforcement Learning 425 🤗 HF C mradermacher/CIM-Qwen2-VL-7B-SFT-GGUF Reinforcement Learning 407 1 🤗 HF M Alfaisal101/MyreponamedLONG Reinforcement Learning 403 🤗 HF P sb3/ppo-Pendulum-v1 Reinforcement Learning 399 3 🤗 HF B PKU-Alignment/beaver-7b-v3.0 Reinforcement Learning ·6.7B params 398 🤗 HF I mradermacher/InfiGUI-G1-7B-i1-GGUF Reinforcement Learning 395 1 🤗 HF P cvnberk/ppo-Huggy Reinforcement Learning 390 🤗 HF M mradermacher/Miner-8B-i1-GGUF Reinforcement Learning 374 🤗 HF V mradermacher/VeriReason-Qwen2.5-7b-RTLCoder-Verilog-GRPO-reasoning-tb-GGUF Reinforcement Learning 358 1 🤗 HF P yuyuyuyu52/ppo-Huggy Reinforcement Learning 356 🤗 HF S mradermacher/StarPO-1.7B-i1-GGUF Reinforcement Learning 354 🤗 HF P amit-huggingface2/ppo-SnowballTarget Reinforcement Learning 352 🤗 HF A mradermacher/Aryabhata-2.0-i1-GGUF Reinforcement Learning 352 1 🤗 HF P azaazato/ppo-Huggy Reinforcement Learning 348 🤗 HF D edbeeching/decision-transformer-gym-hopper-expert Reinforcement Learning 344 20 🤗 HF B PKU-Alignment/beaver-7b-v3.0-reward Reinforcement Learning ·6.6B params 338 🤗 HF M mradermacher/MediX-R1-8B-GGUF Reinforcement Learning 333 1 🤗 HF T ValueFX9507/Tifa-Deepsex-14b-CoT Reinforcement Learning 331 226 🤗 HF P Shams1363/ppo-Huggy Reinforcement Learning 327 🤗 HF L mradermacher/LongTraceRL-4B-i1-GGUF Reinforcement Learning 320 🤗 HF P aymanD/ppo-Huggy Reinforcement Learning 318 🤗 HF F kuds/fetch-reach-dense-ddpg Reinforcement Learning 316 🤗 HF T mradermacher/Tifa-Deepsex-14b-CoT-i1-GGUF Reinforcement Learning 314 14 🤗 HF C mradermacher/CIM-Qwen2-VL-7B-GGUF Reinforcement Learning 312 🤗 HF R mradermacher/Reflector-Internalizing-Safety-Llama-3.1-8B-RL-GGUF Reinforcement Learning 309 1 🤗 HF P viiri2/ppo-Huggy Reinforcement Learning 308 🤗 HF D mradermacher/drkernel-8b-i1-GGUF Reinforcement Learning 305 1 🤗 HF D mradermacher/DeepHermes-Egregore-v1-RLAIF-8b-Atropos-i1-GGUF Reinforcement Learning 303 1 🤗 HF O Open-Reasoner-Zero/Open-Reasoner-Zero-7B Reinforcement Learning ·7.6B params 299 34 🤗 HF P RaiseYourHand/ppo-Huggy Reinforcement Learning 298 🤗 HF P chrisluo5311/ppo-Huggy Reinforcement Learning 297 🤗 HF P curious-vv1/ppo-Huggy Reinforcement Learning 297 🤗 HF L mradermacher/LongTraceRL-30B-i1-GGUF Reinforcement Learning 288 🤗 HF P ch0nen/ppo-Huggy Reinforcement Learning 287 🤗 HF A cmjaramile/Atari_Space_Invaders Reinforcement Learning 283 🤗 HF P ziodraw/ppo-Huggy Reinforcement Learning 280 🤗 HF D mradermacher/DeepHermes-Egregore-v1-RLAIF-8b-Atropos-GGUF Reinforcement Learning 277 1 🤗 HF P ramsi-k/ppo-Huggy Reinforcement Learning 277 🤗 HF D sb3/dqn-BreakoutNoFrameskip-v4 Reinforcement Learning 276 2 🤗 HF P GillesEverling/ppo-Huggy Reinforcement Learning 275 🤗 HF O Open-Reasoner-Zero/Open-Reasoner-Zero-1.5B Reinforcement Learning ·1.5B params 272 🤗 HF P mradermacher/PulseMind-72B-i1-GGUF Reinforcement Learning 269 2 🤗 HF P BobiSuper/ppo-Huggy Reinforcement Learning 264 🤗 HF P ZuzEL/ppo-SnowballTarget Reinforcement Learning 264 🤗 HF P guidobs/ppo-Huggy Reinforcement Learning 262 🤗 HF A mradermacher/A2Search-3B-Instruct-i1-GGUF Reinforcement Learning 262 1 🤗 HF M mradermacher/Maincoder-1B-GGUF Reinforcement Learning 261 🤗 HF P wowthecoder/poca-SoccerTwos Reinforcement Learning 258 🤗 HF P mradermacher/Pluto-i1-GGUF Reinforcement Learning 255 🤗 HF C mradermacher/CIM-LLaVA1.5-7B-GGUF Reinforcement Learning 253 🤗 HF P SamuelM0422/ppo-SolarTracker Reinforcement Learning 253 🤗 HF P Gleb1441/ppo-SnowballTarget Reinforcement Learning 251 🤗 HF P reebop/ppo-LunarLander-v3 Reinforcement Learning 251 🤗 HF P quantumgodot/ppo-Huggy-class Reinforcement Learning 250 🤗 HF

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