Code for MOPO: Model-based Offline Policy Optimization
☆190May 17, 2022Updated 3 years ago
Alternatives and similar repositories for mopo
Users that are interested in mopo are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Model-Based Offline Reinforcement Learning☆51Jan 13, 2021Updated 5 years ago
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆537Nov 22, 2022Updated 3 years ago
- re-implementation of the offline model-based RL algorithm MOPO in pytorch☆26Feb 28, 2022Updated 4 years ago
- Codebase of Deployment-Efficient Reinforcement Learning via Model-Based Offline Optimization (ICLR2021)☆54Jul 7, 2021Updated 4 years ago
- Author's PyTorch implementation of BCQ for continuous and discrete actions☆662Apr 6, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Code for conservative Q-learning☆476Dec 7, 2021Updated 4 years ago
- Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games☆559Jun 26, 2023Updated 2 years ago
- ☆26Jun 14, 2022Updated 3 years ago
- Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees☆55Jul 26, 2019Updated 6 years ago
- Author's PyTorch implementation of TD3+BC, a simple variant of TD3 for offline RL☆400Dec 18, 2021Updated 4 years ago
- ☆203Mar 25, 2023Updated 3 years ago
- A collection of reference environments for offline reinforcement learning☆1,663Nov 18, 2024Updated last year
- ☆88Jul 30, 2024Updated last year
- ☆112Aug 6, 2024Updated last year
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Code for Stabilizing Off-Policy RL via Bootstrapping Error Reduction☆163Jul 17, 2020Updated 5 years ago
- Unofficial Pytorch code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"☆198Dec 8, 2022Updated 3 years ago
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆187Apr 12, 2022Updated 3 years ago
- An index of algorithms for offline reinforcement learning (offline-rl)☆1,059May 23, 2024Updated last year
- Datasets for data-driven deep reinforcement learning with PyBullet environments☆152Mar 19, 2021Updated 5 years ago
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆70Aug 8, 2022Updated 3 years ago
- Code accompanying the paper Adversarially Trained Actor Critic for Offline Reinforcement Learning by Ching-An Cheng*, Tengyang Xie*, Nan …☆72Feb 2, 2023Updated 3 years ago
- Reinforcement learning algorithms for MuJoCo tasks☆452Mar 13, 2025Updated last year
- Code for MOBILE: Model-Bellman Inconsistency Penalized Offline Policy Optimization☆23Apr 17, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- DrQ: Data regularized Q☆420Jan 13, 2023Updated 3 years ago
- ☆322Jan 23, 2022Updated 4 years ago
- [ICML 2022] The official implementation of DWBC in "Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations"☆35Jan 5, 2023Updated 3 years ago
- Learning Invariant Representations for Reinforcement Learning without Reconstruction☆157Aug 31, 2021Updated 4 years ago
- ☆19May 25, 2023Updated 2 years ago
- Official repository for paper "Versatile Offline Imitation from Observations and Examples via Regularized State-Occupancy Matching" (ICML…☆29Jan 12, 2023Updated 3 years ago
- Conservative Q Learning on top of SAC☆138Oct 15, 2022Updated 3 years ago
- Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"☆471Jul 6, 2023Updated 2 years ago
- Official Codebase for Offline Reinforcement Learning from Images with Latent Space Models☆30Apr 30, 2021Updated 4 years ago
- 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.
- Model-based Offline Policy Optimization re-implement all by pytorch☆40Sep 13, 2023Updated 2 years ago
- CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning☆600Oct 28, 2020Updated 5 years ago
- An offline deep reinforcement learning library☆1,648Sep 10, 2025Updated 6 months ago
- Code for Expert Supervised Reinforcement Learning☆10Apr 7, 2021Updated 4 years ago
- The official implementation of "When Data Geometry Meets Deep Function: Generalizing Offline Reinforcement Learning" (ICLR2023)☆44Mar 6, 2023Updated 3 years ago
- ☆12Apr 25, 2022Updated 3 years ago
- Code for the paper "Offline Reinforcement Learning as One Big Sequence Modeling Problem"☆531Oct 6, 2022Updated 3 years ago