irom-lab / PAC-Imitation
Code for Generalization Guarantees for (Multi-Modal) Imitation Learning
☆11Updated 2 years ago
Related projects: ⓘ
- ☆20Updated 4 years ago
- A set of environments utilizing pybullet for simulation of robotic manipulation tasks.☆25Updated 3 years ago
- The code accompaniment for the CoRL 2020 paper: A User's Guide to Calibrating Robotics Simulators (https://arxiv.org/abs/2011.08985), fro…☆29Updated 3 years ago
- Code release for "Training Robots to Evaluate Robots" (CoRL'22, Best Paper Award)☆18Updated last year
- ☆20Updated 2 years ago
- Reinforcement Learning of Active Vision for Manipulating Objects under Occlusions☆26Updated 5 years ago
- [ICRA2020] Learning policies for robotic manipulation☆52Updated last month
- Source code for the paper "Policy Architectures for Compositional Generalization in Control"☆29Updated 2 years ago
- Official implementation of "Cross-Domain Transfer via Semantic Skill Imitation", Pertsch et al., CoRL 2022☆14Updated last year
- ☆13Updated 2 years ago
- Code for☆14Updated 3 years ago
- (NeurIPS 2018) Hardware Conditioned Policies for Multi-Robot Transfer Learning☆17Updated 5 years ago
- Collection of reinforcement learning algorithms☆16Updated 2 years ago
- [CoRL 2020] COG: Connecting New Skills to Past Experience with Offline Reinforcement Learning☆31Updated 3 years ago
- ☆18Updated 4 years ago
- Implementation for "ROLL: Visual Self-Supervised Reinforcement Learning with Object Reasoning", CoRL 2020☆12Updated 2 years ago
- An engine for probabilistic movement primitives for a Panda robot from Franka Emika.☆5Updated 4 years ago
- PErception and Robotic Learning System v2☆11Updated last year
- ☆31Updated last month
- Learning from Guided Play: A Scheduled Hierarchical Approach for Improving Exploration in Adversarial Imitation Learning Source Code☆14Updated 3 weeks ago
- Learning robotic mobile manipulation with deep reinforcement learning☆32Updated 2 years ago
- Code accompanying the paper: "Stable Motion Primitives via Imitation and Contrastive Learning" (T-RO).☆20Updated 11 months ago
- Learning Task-parametrized Riemannian Motion Policies from demonstrations.☆17Updated last year
- This repository contains the implementation of the PTR algorithm described in the paper: Pre-Training for Robots: Leveraging Diverse Mult…☆29Updated last year
- [NeurIPS 2021 DDM Workshop] A hybrid control strategy for combining deep RL and classical robotic controllers☆28Updated last year
- ☆30Updated 11 months ago
- [NeurIPS 2021] PyTorch Code for Accelerating Robotic Reinforcement Learning with Parameterized Action Primitives☆72Updated 2 years ago
- ☆23Updated 3 years ago
- Adversarial Skill Chaining for Long-Horizon Robot Manipulation via Terminal State Regularization (CoRL 2021)☆28Updated 2 years ago
- A collection of notebooks to show examples of using robosuite v1.0☆7Updated 4 years ago