Code for the paper: "Causal Influence Detection for Improving Efficiency in Reinforcement Learning", by Seitzer, M., Schölkopf, B., Martius, G., NeurIPS 2021
☆49Mar 16, 2022Updated 4 years ago
Alternatives and similar repositories for cid-in-rl
Users that are interested in cid-in-rl are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Codebase for "Causal Induction from Visual Observations for Goal-Directed Tasks"☆14Feb 25, 2020Updated 6 years ago
- ☆35Oct 23, 2022Updated 3 years ago
- ☆118Apr 28, 2023Updated 3 years ago
- Fine-Grained Causal Dynamics Learning with Quantization for Improving Robustness in Reinforcement Learning (ICML 2024)☆20Jun 5, 2024Updated 2 years ago
- Official implementation of Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning at ICML…☆47Jun 21, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Official data and code for our paper Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning☆54Jul 15, 2021Updated 5 years ago
- CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning☆248Nov 1, 2022Updated 3 years ago
- ☆48Mar 28, 2022Updated 4 years ago
- Invariant Causal Prediction for Block MDPs☆44Jun 11, 2020Updated 6 years ago
- Code for Invariant Policy Optimization☆15Jul 22, 2020Updated 6 years ago
- ☆12Mar 21, 2024Updated 2 years ago
- Code for the paper: Causal Action Influence Aware Counterfactual Data Augmentation @ICML2024☆14Jul 19, 2024Updated 2 years ago
- Code for the paper: Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains☆12Nov 12, 2021Updated 4 years ago
- Repository for the paper: "Curious Exploration via Structured World Models Yields Zero-Shot Object Manipulation" @ NeurIPS 2022☆22Jul 10, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆15Aug 9, 2021Updated 5 years ago
- ☆22Sep 22, 2022Updated 4 years ago
- ☆14Apr 15, 2025Updated last year
- Code for building and experimenting on saliency maps for RL agents.☆12Feb 13, 2020Updated 6 years ago
- Learning Invariant Representations for Reinforcement Learning without Reconstruction☆157Aug 31, 2021Updated 5 years ago
- Code for our NeurIPS 2021 paper: Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains☆24Jan 30, 2023Updated 3 years ago
- Toolkit of Causal Model-based Reinforcement Learning.☆33Jun 5, 2023Updated 3 years ago
- ☆10Sep 21, 2021Updated 5 years ago
- ☆29Dec 1, 2021Updated 4 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Code for paper Causal Confusion in Imitation Learning☆47Dec 17, 2019Updated 6 years ago
- Contains implementation of the DoubIL and ResiduIL algorithms from the ICML '22 paper Causal Imitation Learning under Temporally Correlat…☆11Dec 9, 2022Updated 3 years ago
- Implementation codes and datasets used in ICLR'22 Spotlight paper AdaRL: What, Where, and How to Adapt in Transfer Reinforcement Learning…☆42Apr 17, 2024Updated 2 years ago
- Model-based Hindsight Experience Replay☆10Jun 8, 2022Updated 4 years ago
- This is the official implementation of NeurIPS 2022 paper "Generalizing Goal-Conditioned Reinforcement Learning with Variational Causal R…☆35Jan 25, 2023Updated 3 years ago
- ☆10Oct 11, 2022Updated 3 years ago
- Inverse Reinforcement Learning via State Marginal Matching, CoRL 2020☆46Jul 19, 2023Updated 3 years ago
- Tackling Non-Stationarity in Reinforcement Learning via Causal-Origin Representation (ICML 2024)☆12Aug 9, 2024Updated 2 years ago
- Code for demonstration example-task in RUDDER blog☆24May 19, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆37Apr 28, 2026Updated 5 months ago
- Library for the training and evaluation of object-centric models (ICML 2022)☆71Apr 30, 2023Updated 3 years ago
- Benchmarking RL generalization in an interpretable way.☆185Nov 20, 2025Updated 10 months ago
- Multi Task RL Baselines☆269Dec 31, 2021Updated 4 years ago
- Change-Based Exploration Transfer☆35Apr 24, 2022Updated 4 years ago
- ☆22Oct 4, 2019Updated 6 years ago
- dcEmb, the Embecosm Dynamic Causal Modelling library☆13Aug 26, 2024Updated 2 years ago