Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"
☆537Nov 22, 2022Updated 3 years ago
Alternatives and similar repositories for mbpo
Users that are interested in mbpo are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆187Apr 12, 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
- ☆399Jul 18, 2019Updated 6 years ago
- Code for MOPO: Model-based Offline Policy Optimization☆190May 17, 2022Updated 3 years ago
- Unofficial Pytorch code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"☆198Dec 8, 2022Updated 3 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Library for Model Based RL☆1,059Jul 12, 2024Updated last year
- Collection of reinforcement learning algorithms☆2,884Jun 17, 2024Updated last year
- Learning Action-Value Gradients in Model-based Policy Optimization☆32Sep 7, 2021Updated 4 years ago
- Dream to Control: Learning Behaviors by Latent Imagination☆585Sep 10, 2021Updated 4 years ago
- Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official imp…☆1,416Nov 29, 2023Updated 2 years ago
- ☆92Dec 5, 2023Updated 2 years ago
- Implementation of ICML2020 paper <Bidirectional Model-based Policy Optimization>☆23Mar 24, 2023Updated 3 years ago
- ☆99Mar 24, 2023Updated 3 years ago
- Author's PyTorch implementation of BCQ for continuous and discrete actions☆660Apr 6, 2021Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Learning to Adapt in Dynamic, Real-World Environment through Meta-Reinforcement Learning☆218Dec 27, 2022Updated 3 years ago
- Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees☆93Sep 13, 2019Updated 6 years ago
- Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games☆560Jun 26, 2023Updated 2 years ago
- ☆15Oct 20, 2020Updated 5 years ago
- Reinforcement Learning in PyTorch☆2,273Jan 4, 2021Updated 5 years ago
- A collection of reference environments for offline reinforcement learning☆1,663Nov 18, 2024Updated last year
- Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees☆55Jul 26, 2019Updated 6 years ago
- Code for conservative Q-learning☆476Dec 7, 2021Updated 4 years ago
- Estimating Q(s,s') with Deep Deterministic Dynamics Gradients☆32Feb 21, 2020Updated 6 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆30Mar 1, 2022Updated 4 years ago
- Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning☆1,771Jan 20, 2026Updated 2 months ago
- Dream to Control: Learning Behaviors by Latent Imagination☆710Jul 14, 2020Updated 5 years ago
- NeurIPS Reproducibility Challenge 2019☆21Feb 25, 2020Updated 6 years ago
- Code for "Calibrated Model-Based Deep Reinforcement Learning", ICML 2019.☆54May 15, 2019Updated 6 years ago
- ☆115Jan 12, 2020Updated 6 years ago
- Real-World RL Benchmark Suite☆365Aug 11, 2020Updated 5 years ago
- Bayesian Reinforcement Learning in Tensorflow☆336Feb 15, 2021Updated 5 years ago
- CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning☆600Oct 28, 2020Updated 5 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.
- Reinforcement learning algorithms for MuJoCo tasks☆452Mar 13, 2025Updated last year
- ☆344Jan 24, 2018Updated 8 years ago
- Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.☆323Jan 11, 2024Updated 2 years ago
- ☆203Mar 25, 2023Updated 3 years ago
- Implementation of Efficient Off-policy Meta-learning via Probabilistic Context Variables (PEARL)☆504Dec 1, 2022Updated 3 years ago
- Author's PyTorch implementation of TD3 for OpenAI gym tasks☆2,044Jul 14, 2023Updated 2 years ago
- Author's PyTorch implementation of Randomized Ensembled Double Q-Learning (REDQ) algorithm.☆179Nov 14, 2024Updated last year