Unofficial Pytorch code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"
☆197Dec 8, 2022Updated 3 years ago
Alternatives and similar repositories for handful-of-trials-pytorch
Users that are interested in handful-of-trials-pytorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"☆481Jul 6, 2023Updated 3 years ago
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆561Nov 22, 2022Updated 3 years ago
- ☆398Jul 18, 2019Updated 7 years ago
- Code for MOPO: Model-based Offline Policy Optimization☆191May 17, 2022Updated 4 years ago
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆188Apr 12, 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.
- Library for Model Based RL☆1,063Jul 12, 2024Updated 2 years ago
- Deep Planning Network: Control from pixels by latent planning with learned dynamics☆379Oct 15, 2021Updated 4 years ago
- ☆99Mar 24, 2023Updated 3 years ago
- Working directory for dynamics learning for experimental robots.☆57Aug 22, 2026Updated 2 weeks ago
- PyTorch implementation of Probabilistic Network Ensembles on toy problems☆23Feb 1, 2023Updated 3 years ago
- Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.☆328Jan 11, 2024Updated 2 years ago
- Code for MOBILE: Model-Bellman Inconsistency Penalized Offline Policy Optimization☆22Apr 17, 2024Updated 2 years ago
- ☆115Jan 12, 2020Updated 6 years ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆82Mar 9, 2023Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Author's PyTorch implementation of BCQ for continuous and discrete actions☆664Apr 6, 2021Updated 5 years ago
- Reinforcement learning algorithms for MuJoCo tasks☆467Jul 20, 2026Updated last month
- PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)☆256May 3, 2020Updated 6 years ago
- Collection of reinforcement learning algorithms☆2,933Jun 17, 2024Updated 2 years ago
- Learning to Adapt in Dynamic, Real-World Environment through Meta-Reinforcement Learning☆218Dec 27, 2022Updated 3 years ago
- Implementation of Efficient Off-policy Meta-learning via Probabilistic Context Variables (PEARL)☆515Dec 1, 2022Updated 3 years ago
- Author's PyTorch implementation of Randomized Ensembled Double Q-Learning (REDQ) algorithm.☆188Nov 14, 2024Updated last year
- Codebase of Deployment-Efficient Reinforcement Learning via Model-Based Offline Optimization (ICLR2021)☆54Jul 7, 2021Updated 5 years ago
- A toolkit for reproducible reinforcement learning research.☆2,125May 4, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- pytorch-implementation of Dreamer (Model-based Image RL Algorithm)☆169Jan 19, 2025Updated last year
- ☆26Mar 16, 2023Updated 3 years ago
- ☆28Jun 23, 2020Updated 6 years ago
- Curriculum-guided Hindsight Experience Replay (NeurIPS-2019)☆67Feb 14, 2020Updated 6 years ago
- CaDM: Context-aware Dynamics Model for Generalization in Model-based Reinforcement Learning☆64May 20, 2020Updated 6 years ago
- ☆44Oct 27, 2018Updated 7 years ago
- Tools for accelerating safe exploration research.☆603Apr 2, 2023Updated 3 years ago
- OpenAI Gym wrapper for the DeepMind Control Suite☆229May 19, 2024Updated 2 years ago
- Repository to accompany RSS 2018 paper on dexterous hand manipulation☆326Apr 9, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- The Differentiable Cross-Entropy Method☆124Aug 14, 2020Updated 6 years ago
- Implementation of Proximal Meta-Policy Search (ProMP) as well as related Meta-RL algorithm. Includes a useful experiment framework for Me…☆248Sep 30, 2022Updated 3 years ago
- Simple and easily configurable grid world environments for reinforcement learning☆2,506Updated this week
- Open source demo for the paper Learning to Score Behaviors for Guided Policy Optimization☆24Jun 24, 2020Updated 6 years ago
- ☆88Jul 30, 2024Updated 2 years ago
- Model-based Policy Gradients☆32Mar 12, 2020Updated 6 years ago
- Code for reproducing experiments in Model-Based Active Exploration, ICML 2019☆81Jul 23, 2019Updated 7 years ago