Dobb·E: An open-source, general framework for learning household robotic manipulation
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Updated
Oct 15, 2024 - G-code
Dobb·E: An open-source, general framework for learning household robotic manipulation
Official code repository of "VideoCAD: A Dataset and Model for Learning Long‑Horizon 3D CAD UI Interactions from Video" @ NeurIPS 2025
RL based agent for browser-based multiplayer battle royale game «surviv.io»
This repository contains the code for the CVPR 2020 paper "Exploring Data Aggregation in Policy Learning for Vision-based Urban Autonomous Driving"
Machine learning robotics engineer preparation material.
MinBC - Minimal Behavior Cloning
Generalizable VLA Finetuning via Representation Anchoring and Language-Action Alignment
stable-baselines with JAX & Haiku
A minimal Vision-Language-Action model you can read: frozen CLIP + a tiny head on ManiSkill PickCube. LeRobot integration. Runs on a Mac, no GPU.
End-to-end self-driving AI in Forza using PyTorch, screen capture, telemetry, Grad-CAM, and virtual controller feedback.
DRL agent for MicroRTS: U-Net + entity-Transformer (UECD) policy trained with modular PPO. Tops a 19-agent IEEE-CoG-style tournament at 96.67% WR and beats RAISocketAI in 65.7% of head-to-heads, on a 9.47 GPU-day budget. Master's thesis, UCLouvain 2026.
NitroGen Server is a specialized inference server for the NitroGen foundation model (originally by MineDojo). It provides a high-performance backend for generalist gaming agents, allowing them to play games by processing visual input and generating controller commands.
End-to-end deep RL for urban autonomous driving in CARLA — PPO + Behavior Cloning, a custom CNN perception policy, and ROS 2 integration.
SnakeAI — a Snake game and a neural network that learns to play it by imitating your own matches, trained from scratch in the browser with TensorFlow.js.
TraceOS standardizes AI experiments into reproducible, searchable, and comparable assets. One command runs experiments, generates reports, and produces structured analysis: capability vectors, failure taxonomy, and recommendations. Every run is tracked, traceable, and comparable. Built on ABC-130K (amazon-far/abc). Apache 2.0.
Ein RL-Agent lernt Super Mario Bros nur aus Pixeln und spielt es komplett durch: alle 32 Level geloest (Double DQN + PPO), je 20/20 greedy. Go-Explore, Behavior Cloning und Transfer Learning fuer Hard-Exploration, fuenf gefundene Reward-/Metrik-Fehler, Grad-CAM, Live-Demo, Docker/K8s + CI.
Open-source AI-native endless runner reference built with Tuanjie Engine for WebGL, Windows, and Android.
VQ-BeT, DiTFlow, and ARBeT policies for Push-T manipulation (LeRobot)
Touch-only robotic manipulation for a three-finger tactile claw, with MuJoCo simulation and ROS 2 control nodes for future sim-to-real
Train a robot brain from zero to 100% success in 60 seconds flat — no hardware, pure NumPy, pure magic. Built on HuggingFace LeRobot standards.
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