Code for the paper: Causal Action Influence Aware Counterfactual Data Augmentation @ICML2024
☆11Jul 19, 2024Updated last year
Alternatives and similar repositories for caiac
Users that are interested in caiac are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆12Apr 17, 2024Updated last year
- Reinforcement Learning Environments for Omniverse Isaac Gym☆10May 9, 2023Updated 2 years ago
- Model-based Hindsight Experience Replay☆10Jun 8, 2022Updated 3 years ago
- ☆28Sep 15, 2023Updated 2 years ago
- Code for the paper: "Causal Influence Detection for Improving Efficiency in Reinforcement Learning", by Seitzer, M., Schölkopf, B., Marti…☆47Mar 16, 2022Updated 4 years ago
- ☆20Nov 13, 2023Updated 2 years ago
- This is the official repository for MAGIC: Meta-Ability Guided Interactive Chain-of-Distillation Learning towards Efficient Vision-and-La…☆14Jun 6, 2024Updated last year
- ☆28Jan 8, 2026Updated 2 months ago
- Wrapper for Boston Dynamics Spot SDK☆26Mar 6, 2026Updated 2 weeks ago
- Causality in Knowledge Graphs☆11Oct 12, 2022Updated 3 years ago
- Forward-looking approach in process mining (using system dynamics and process mining to simulate business processes)☆12Feb 16, 2023Updated 3 years ago
- Forked robosuite for LASER project☆12Jan 8, 2021Updated 5 years ago
- Official code for the paper "Joint Bayesian Inference of Graphical Structure and Parameters with a Single Generative Flow Network"☆16Aug 9, 2023Updated 2 years ago
- Code to reproduce the paper "Do causal predictors generalize better to new domains?"☆15Feb 7, 2025Updated last year
- ☆15Jan 9, 2026Updated 2 months ago
- Sources for a Medium article☆11Dec 2, 2021Updated 4 years ago
- This packages provides a simple python implementation of Invariant Causal Prediction (ICP)☆13Mar 22, 2024Updated 2 years ago
- Brax + Pufferlib + CARBS for gpu-accelerated robotics RL☆12Jun 12, 2025Updated 9 months ago
- Offline Risk-Averse Actor-Critic (O-RAAC). A model-free RL algorithm for risk-averse RL in a fully offline setting☆35Feb 9, 2021Updated 5 years ago
- Audio Sensor Component for Unity ML-Agents☆33Jul 26, 2021Updated 4 years ago
- ☆15May 19, 2025Updated 10 months ago
- Code for NeurIPS 2022 paper Exploiting Reward Shifting in Value-Based Deep RL☆29Oct 29, 2023Updated 2 years ago
- A collection of notebooks to show examples of using robosuite v1.0☆10Sep 6, 2020Updated 5 years ago
- ☆17Feb 15, 2026Updated last month
- a very fast parser for sparse matrix at libsvm format☆10Nov 13, 2017Updated 8 years ago
- The Controllable Agent project trains RL Agents able to optimize any reward function specified in real time, without any further learning…☆71Jul 17, 2023Updated 2 years ago
- Code to reproduce the experiments from the paper "Self-Compatibility: Evaluating Causal Discovery without Ground Truth"☆12Mar 9, 2024Updated 2 years ago
- An awesome list of Causality and Machine Learning related papers, books and other resources.☆12Nov 13, 2023Updated 2 years ago
- Implementation of mutual learning model between VAE and GMM.☆29Oct 8, 2025Updated 5 months ago
- ☆15May 27, 2025Updated 9 months ago
- Scalable Training of Propositional Logical Neural Networks.☆15Feb 4, 2022Updated 4 years ago
- reinforcement learning with pytorch geometric library☆51Sep 30, 2021Updated 4 years ago
- Project concerning the design of trajectories approaching (boundary or internal) singularities, in order to compare the effects of the ki…☆10Jun 4, 2020Updated 5 years ago
- Official codes for "Addressing Information Asymmetry: Deep Temporal Causality Discovery for Mixed Time Series" (TPAMI 2025)☆20Jul 6, 2025Updated 8 months ago
- ☆11Oct 9, 2022Updated 3 years ago
- [ICLR 2024 oral] Pre-Training Goal-based Models for Sample-Efficient Reinforcement Learning☆29Mar 1, 2024Updated 2 years ago
- All code to download datasets for the three classification case studies, compute SPIs, fit SVMs, and visualise results for pyspi publicat…☆12Aug 14, 2023Updated 2 years ago
- Code for the ICLR 2021 Paper "In-N-Out: Pre-Training and Self-Training using Auxiliary Information for Out-of-Distribution Robustness"☆13Oct 23, 2021Updated 4 years ago
- Implementation of Johansson, Fredrik D., Shalit, Uri, and Sontag, David. Learning representations for counterfactual inference - ICML, 20…☆12Sep 30, 2020Updated 5 years ago