imgeorgiev / DiffRL
Learning Optimal Policies Through Contact in Differentiable Simulation
☆99Updated 10 months ago
Alternatives and similar repositories for DiffRL:
Users that are interested in DiffRL are comparing it to the libraries listed below
- Efficient Real-World RL for Legged Locomotion via Adaptive Policy Regularization☆69Updated last year
- ☆139Updated 4 months ago
- State-of-the-art method for model-based dexterous manipulation☆92Updated 7 months ago
- Train quadruped locomotion using reinforcement learning in Mujoco☆67Updated 9 months ago
- Learning to Walk from Three Minutes of Real-World Data with Semi-structured Dynamics Models☆25Updated 5 months ago
- Official repo for paper "TD-M(PC)^2: Improving Temporal Difference MPC Through Policy Constraint"☆45Updated last month
- Sampling-based model predictive control on GPU with JAX/MJX☆110Updated 2 months ago
- ☆71Updated 2 weeks ago
- Repository for our paper: Versatile Skill Control via Self-supervised Adversarial Imitation of Unlabeled Mixed Motions. (ICRA 2023)☆35Updated 11 months ago
- Code of the paper "LS-IQ: Implicit Reward Regularization for Inverse Reinforcement Learning" & LocoMuJoCo Baselines☆47Updated last year
- ☆126Updated 3 years ago
- A collection of hardware parts for robotics research☆41Updated last year
- ☆82Updated last year
- Jax/Flax Implementation of TD-MPC2☆59Updated this week
- GPU-optimized version of the MuJoCo physics simulator, designed for NVIDIA hardware.☆198Updated this week
- Code release accompanying DribbleBot: Dynamic Legged Manipulation in the Wild☆106Updated last year
- ☆70Updated last year
- ☆62Updated last month
- gym RL environment in which a mujoco simulation of Agility Robotics' Cassie robot is rewarded for walking/running forward as fast as poss…☆31Updated last year
- Collection of MuJoCo robotics environments equipped with both vision and tactile sensing☆50Updated 8 months ago
- MuJoCo simulation code☆61Updated 2 months ago
- Official implementation for the paper "Model-based Diffusion for Trajectory Optimization". Model-based diffusion (MBD) is a novel diffusi…☆226Updated 5 months ago
- Motion Imitation from Casual Videos for Legged Robots☆65Updated 8 months ago
- A Minimal Example of Isaac Gym with DQN and PPO.☆102Updated last year
- Source code for the paper DiffuseLoco: Real-Time Legged Locomotion Control with Diffusion from Offline Datasets☆57Updated 4 months ago
- ☆67Updated last week
- Wrappers and utilities for Nvidia IsaacGym☆95Updated 2 years ago
- Numerical Inverse Kinematics solver based on JAX + MJX☆72Updated this week
- ☆25Updated last month
- Implement Differentiable Kinematics Tree & Planning Objectives in PyTorch given URDF robot models.☆38Updated 7 months ago