Ahmet TIKNA's Projects
ALGAMES: Game Theoretic Solver for Trajectory Optimization
Official python implementation of ASGRL in ICML 2022 paper: Leveraging Approximate Symbolic Models for Reinforcement Learning via Skill Diversity
Software for the AutoRally platform
BayesOpt: A toolbox for bayesian optimization, experimental design and stochastic bandits.
The Control Toolbox - An Open-Source C++ Library for Robotics, Optimal and Model Predictive Control
Performance comparison of random access techniques on OMNET++ ( CSMA, CSMA/CA )
Driving games common tools
Multi-Modal Sensor Fusion and Object Tracking for Autonomous Racing
Hierarchical Optimization-Based Collision Avoidance - a path planner for autonomous parking
The created ROS subscribers listen to the ROS topics publishing acquired sensor data, such as image (RGB, disparity map) and local point cloud data. The local point cloud data, which are received during the entire scanning period, are stored in the octomap server based on the relative poses between different scans.
An extensible benchmark for evaluating large language models on planning
The source code of the paper "Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Planning".
Model Predictive Contouring Controller (MPCC) for Autonomous Racing
Research quadrotor platform (software & hardware) developed at Stanford Multi-Robot Systems Lab
This solver uses the support enumeration method for Nash Equilibrium computation of a 2-player bimatrix game.
converter for OpenStreetMaps to OpenDrive roads - for use with Carla or other things
motion planning algorithms with demos for various state-spaces
provides a Julia wrapper for the PATH Solver for solving mixed complementarity problems
PX4 Autopilot Software
A Python library for clothoid curves
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Cooperative object transport using multiple quadrotors without communication
This repository contains center lines (x- and y-coordinates), track widths and race lines for over 20 race tracks (F1 and DTM) all over the world
Implementation of the Learning Model Predictive Controller for autonomous racing
Corruption and Perturbation Robustness (ICLR 2019)
Quadrotor control framework developed by the Robotics and Perception Group