A pytorch reprelication of the model-based reinforcement learning algorithm MBPO
☆187Apr 12, 2022Updated 3 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"☆537Nov 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☆1,059Jul 12, 2024Updated last year
- NeurIPS Reproducibility Challenge 2019☆21Feb 25, 2020Updated 6 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.
- 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 2 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
- 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"☆471Jul 6, 2023Updated 2 years ago
- ☆15Sep 14, 2020Updated 5 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.
- 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
- ☆60Feb 3, 2023Updated 3 years ago
- ☆15Oct 20, 2020Updated 5 years ago
- Author's PyTorch implementation of Randomized Ensembled Double Q-Learning (REDQ) algorithm.☆179Nov 14, 2024Updated last year
- model based reinforcement learning algorithms for unstable baselines☆14May 9, 2023Updated 2 years ago
- Implementation of CASCADE in Learning General World Models in a Handful of Reward-Free Deployments (NeurIPS 22).☆29Oct 25, 2022Updated 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☆1,663Nov 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)☆1,319Dec 20, 2025Updated 3 months ago
- 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☆585Sep 10, 2021Updated 4 years ago
- PyTorch implementation of soft actor critic☆940Jul 17, 2025Updated 8 months ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- 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
- Official pytorch implementation of the paper <Model-based Multi-agent Policy Optimization with Adaptive Opponent-wise Rollouts>.☆23Nov 22, 2025Updated 4 months ago