Local web studio for developing, debugging, visualizing, and safely orchestrating Microduck robot and reinforcement learning workflows.
Query optimization via agentic reinforcement learning
小鸭子强化学习入门:REINFORCE → A2C → PPO,一套算法换几个动作(讲义 + 可跑代码)
Multi-Industry Voice Agent Simulation Bench (MIVAS) is an indicator of voice AI performance across economic sectors. MIVAS is comprised of tasks and verifiers with granular rewards executed in production-grade multi-agent RL environments across industries where voice AI is being adopted the fastest.
Lightweight, GPU-accelerated reinforcement learning for Isaac Lab, mjlab, and Gymnasium.
Official code for "GROW: Group-Relative Advantage-Weighted On-Policy Reinforcement Learning of Autoregressive-Diffusion Text-to-Speech Model"
Word and phoneme level speech timing for spontanoues speech. Fast, accurate and robust.
RSL-RL Implementation of "FlashSAC: Fast and Stable Off-Policy Reinforcement Learning for High-Dimensional Robot Control"
A sovereign, self-hosted AI companion with persistent memory, daily routines, photos, and voice notes. Enforces real boundaries in code, runs 24/7 on your own hardware (Linux, Android Termux, Windows), and keeps your data 100% private.
RL²-VLA: Adaptive RL Latent Compositional Steering with Test-Time Scaling for Vision-Language-Action Models
A Codex skill for systematic creative ideation through randomness and forced association.
本项目是一套面向 AI Infra 初学者的 LLM 推理教程,目标是在一张 NVIDIA GeForce RTX 3080 Ti(12GB 显存)上,实现并讲清较为完整的单机 AI 推理基础设施。
🚗 AUGUstus: Autonomous Driving VLA Model with Unified Generation and Understanding. 🏋️ 512 H800 GPUs · ~2 days · 318K+ video hours · 513B+ training tokens. ⚡ 12 Hz on-vehicle deployment. SFT + GRPO + NAVSIM.
Exploring Multi-Session Agentic Reinforcement Learning
GPU-native NES emulator + RL stack: thousands of parallel NES envs on one CUDA GPU, training agents on Super Mario Bros.
Implementation of skill-alpha, a reinforcement learning method for progressive agent skill generation
Unified reproductions, benchmarking & evaluation for perception-aware RLVR and OPD in VLMs. 19 methods · 30+ benchmarks · Official code of CGPO (ACM MM 2026 Oral).
A reinforcement learning environment for PCB autorouting, built on KiCad's push-and-shove router. Includes a decoder-only PPO/GRPO agent, LLM tool-calling and rule-based baselines, and a uniform 3-stage evaluation pipeline. The routing engine ships separately as the PCBWorld-Engine submodule (GPLv3).
Streaming speech recognition toolkit: log-mel features, CTC greedy and prefix-beam decoding, transducer-style frame-synchronous emission, forced alignment, Chinese/English CER-WER metrics, and a chunked streaming pipeline with latency accounting. NumPy core with a CPU-only torch extra; trainable demos on synthetic audio, fully offline.
Exploring Learning and Optimization for Robot Motion Planning and Control.
An open-source Isaac Lab project for learning wheel-legged robot balance, locomotion, and jumping with reinforcement learning.
Facet-0: A Robotic Foundation Model for Contact-Rich Precise Manipulation (arXiv 2609.01596)
Multi Modal Motion Tracking for agibot A3. 智元A3 通用跟踪器mjlab训练!
Build world models from scratch — from perception and latent dynamics to planning, JEPA, VLA, and 3D/4D intelligence.
A curated paper list on On-Policy Distillation (OPD) & On-Policy Self-Distillation (OPSD) for LLMs — student rollouts + teacher feedback, covering white-box/black-box methods, OPD-RL hybrids, agentic & multimodal applications, and industrial multi-teacher recipes.
Official implementation of SOVA: Strict Outcome-Conditioned Virtual Advantages for Video Reasoning. Correctness-oriented calibration for TW-GRPO without extra rollouts.
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Phone and word timestamp accuracy on human-labeled TIMIT and Buckeye, clean and under reverb, noise, music and babble. Two tracks, forced aligners given the transcript and ASR systems that find their own words. MFA, WhisperX, Charsiu, Qwen3, Parakeet-TDT, Olign and more. Monthly leaderboards, paper on arXiv.
Salesforce Revenue Cloud Foundations Launchpad
Implementation of papers in 100 lines of code.
SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformer
Code for "TD-MPC2: Scalable, Robust World Models for Continuous Control"