A pytorch reprelication of the model-based reinforcement learning algorithm MBPO
☆188Apr 12, 2022Updated 4 years ago
Alternatives and similar repositories for mbpo_pytorch
Users that are interested in mbpo_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:
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆555Nov 22, 2022Updated 3 years ago
- ☆30Mar 1, 2022Updated 4 years ago
- re-implementation of the offline model-based RL algorithm MOPO in pytorch☆26Feb 28, 2022Updated 4 years ago
- Library for Model Based RL☆1,064Jul 12, 2024Updated last year
- NeurIPS Reproducibility Challenge 2019☆21Feb 25, 2020Updated 6 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.
- Soft Actor-Critic implementation with SOTA model-free extension (REDQ) and SOTA model-based extension (MBPO).☆15Feb 21, 2021Updated 5 years ago
- [ICLR 22] Value Gradient weighted Model-Based Reinforcement Learning.☆25Apr 15, 2023Updated 3 years ago
- Code for MOPO: Model-based Offline Policy Optimization☆190May 17, 2022Updated 4 years ago
- Unofficial Pytorch code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"☆197Dec 8, 2022Updated 3 years ago
- MVE: model-based value estimation☆11Jul 30, 2018Updated 7 years ago
- Learning Action-Value Gradients in Model-based Policy Optimization☆32Sep 7, 2021Updated 4 years ago
- ☆399Jul 18, 2019Updated 6 years ago
- Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"☆476Jul 6, 2023Updated 2 years ago
- ☆15Sep 14, 2020Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.☆323Jan 11, 2024Updated 2 years ago
- papers about reinforcement learning☆13Jan 4, 2021Updated 5 years ago
- Implementation of NeurIPS2021 paper <On Effective Scheduling of Model-based Reinforcement Learning>☆13Nov 16, 2021Updated 4 years ago
- ☆61Feb 3, 2023Updated 3 years ago
- ☆15Oct 20, 2020Updated 5 years ago
- Author's PyTorch implementation of Randomized Ensembled Double Q-Learning (REDQ) algorithm.☆184Nov 14, 2024Updated last year
- Implementation of CASCADE in Learning General World Models in a Handful of Reward-Free Deployments (NeurIPS 22).☆30Oct 25, 2022Updated 3 years ago
- model based reinforcement learning algorithms for unstable baselines☆15May 9, 2023Updated 3 years ago
- Re-implementations of SOTA RL algorithms.☆137Sep 7, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- A collection of reference environments for offline reinforcement learning☆1,693Nov 18, 2024Updated last year
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆82Mar 9, 2023Updated 3 years ago
- A curated list of awesome model based RL resources (continually updated)☆1,375May 21, 2026Updated last month
- Official Pytorch Implementation of CMLO in the paper ”When to Update Your Model: Constrained Model-based Reinforcement Learning“☆10Nov 2, 2023Updated 2 years ago
- Code to accompany the paper "Mismatched No More: Joint Model-Policy Optimization for Model-Based RL"☆21Oct 6, 2021Updated 4 years ago
- Learning Off-Policy with Online Planning [CoRL 2021 Best Paper Finalist]☆42Aug 27, 2022Updated 3 years ago
- Pytorch implementation of Dreamer-v2: Visual Model Based RL Algorithm.☆274Jul 29, 2023Updated 2 years ago
- Dream to Control: Learning Behaviors by Latent Imagination☆611Sep 10, 2021Updated 4 years ago
- Conservative Q Learning on top of SAC☆139Oct 15, 2022Updated 3 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.
- PyTorch implementation of soft actor critic☆944Jul 17, 2025Updated 11 months ago
- Implementation of ICML2020 paper <Bidirectional Model-based Policy Optimization>☆23Mar 24, 2023Updated 3 years ago
- Unofficial Re-implementation of "Dream to Control: Learning Behaviors by Latent Imagination" (https://arxiv.org/abs/1912.01603 ) with PyT…☆32Aug 22, 2020Updated 5 years ago
- ☆12Mar 17, 2024Updated 2 years ago
- ☆99Mar 24, 2023Updated 3 years ago
- Docker containers of baseline agents for the Crafter environment☆30Dec 14, 2021Updated 4 years ago
- PlaNet: Learning Latent Dynamics for Planning from Pixels☆10Feb 13, 2020Updated 6 years ago