Learning Invariant Representations for Reinforcement Learning without Reconstruction
☆157Aug 31, 2021Updated 4 years ago
Alternatives and similar repositories for deep_bisim4control
Users that are interested in deep_bisim4control are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Learning bisimulation metrics for control, particularly suited to sparse reward settings☆10Feb 28, 2023Updated 3 years ago
- Code to accompany the paper "The Information Geometry of Unsupervised Reinforcement Learning"☆20Oct 6, 2021Updated 4 years ago
- Code for "Data-Efficient Reinforcement Learning with Self-Predictive Representations"☆164Dec 21, 2021Updated 4 years ago
- DMControl Generalization Benchmark☆189Jan 3, 2024Updated 2 years ago
- [CVPR 2021] Official Implementation of VAI: Unsupervised Visual Attention and Invariance for Reinforcement Learning☆27May 3, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- OpenAI Gym wrapper for the DeepMind Control Suite☆228May 19, 2024Updated last year
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆114Apr 16, 2026Updated 2 weeks ago
- Invariant Causal Prediction for Block MDPs☆44Jun 11, 2020Updated 5 years ago
- DrQ-v2: Improved Data-Augmented Reinforcement Learning☆433May 31, 2022Updated 3 years ago
- CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning☆603Oct 28, 2020Updated 5 years ago
- Proto-RL: Reinforcement Learning with Prototypical Representations☆86Jun 12, 2022Updated 3 years ago
- ☆12Apr 25, 2022Updated 4 years ago
- A list of papers regarding generalization in (deep) reinforcement learning☆155Aug 12, 2023Updated 2 years ago
- ☆55Feb 28, 2024Updated 2 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.
- DrQ: Data regularized Q☆420Jan 13, 2023Updated 3 years ago
- Image-based gridworld experiment for learning Markov state abstractions☆21Sep 16, 2024Updated last year
- [ICML 2021] Learning Task Informed Abstractions -- a representation learning approach for model-based RL in complex visual domains☆18Jul 20, 2021Updated 4 years ago
- Implementation of VariBAD: A Very Good Method for Bayes-Adaptive Deep RL via Meta-Learning - Zintgraf et al. (ICLR 2020)☆201Mar 15, 2023Updated 3 years ago
- Code for MOPO: Model-based Offline Policy Optimization☆190May 17, 2022Updated 3 years ago
- Stochastic Latent Actor-Critic: Deep Reinforcement Learning with a Latent Variable Model☆154Oct 26, 2020Updated 5 years ago
- Code for FOCAL Paper Published at ICLR 2021☆55Dec 4, 2023Updated 2 years ago
- ☆360Oct 12, 2022Updated 3 years ago
- Imitation learning from multiple experts☆13Aug 29, 2022Updated 3 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- RAD: Reinforcement Learning with Augmented Data☆419Mar 29, 2021Updated 5 years ago
- PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)☆256May 3, 2020Updated 6 years ago
- A version of the DeepMind Control Suite with randomly generated graphics, for measuring visual generalization in continuous control.☆20Oct 19, 2020Updated 5 years ago
- Code for Environment Probing Interaction Policies [ICLR 2019]☆29Jun 17, 2019Updated 6 years ago
- ☆52Jul 7, 2020Updated 5 years ago
- Implementation of ICML2020 paper <Bidirectional Model-based Policy Optimization>☆23Mar 24, 2023Updated 3 years ago
- Representation Learning for RL☆130Feb 27, 2023Updated 3 years ago
- [ICLR 2022 Spotlight] Code for Reinforcement Learning with Sparse Rewards using Guidance from Offline Demonstration☆28Feb 10, 2022Updated 4 years ago
- Open source code for paper "Denoised MDPs: Learning World Models Better Than the World Itself"☆139Aug 15, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Multi Task RL Baselines☆265Dec 31, 2021Updated 4 years ago
- Dream to Control: Learning Behaviors by Latent Imagination☆594Sep 10, 2021Updated 4 years ago
- ☆16Apr 14, 2026Updated 2 weeks ago
- Official implementation of Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning at ICML…☆46Jun 21, 2021Updated 4 years ago
- Official code for "Pretraining Representations For Data-Efficient Reinforcement Learning" (NeurIPS 2021)☆55Jul 27, 2021Updated 4 years ago
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆543Nov 22, 2022Updated 3 years ago
- Code for Abstract-to-Executable Trajectory Translation for One Shot Task Generalization (ICML 2023)☆23May 12, 2023Updated 2 years ago