facebookresearch / denoised_mdp
Open source code for paper "Denoised MDPs: Learning World Models Better Than the World Itself"
☆136Updated last year
Alternatives and similar repositories for denoised_mdp:
Users that are interested in denoised_mdp are comparing it to the libraries listed below
- Evaluating long-term memory of reinforcement learning algorithms☆141Updated last year
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆79Updated 2 years ago
- Proto-RL: Reinforcement Learning with Prototypical Representations☆82Updated 2 years ago
- ☆41Updated 3 years ago
- Code release for Efficient Planning in a Compact Latent Action Space (ICLR2023) https://arxiv.org/abs/2208.10291.☆104Updated last year
- ☆42Updated 4 years ago
- ☆44Updated last year
- Public code for "Reinforcement Learning from Passive Data via Latent Intentions"☆87Updated last year
- ☆35Updated 2 years ago
- Transformer-based World Models☆78Updated last year
- Reproduction of Dreamerv1 and v2 in pytorch for deepmind control suite☆36Updated 2 years ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆111Updated 3 years ago
- Discovering and Achieving Goals via World Models, NeurIPS 2021☆85Updated last year
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆77Updated 3 months ago
- Reinforcement Learning via Supervised Learning☆71Updated 2 years ago
- The Controllable Agent project trains RL Agents able to optimize any reward function specified in real time, without any further learning…☆61Updated last year
- CIC: Contrastive Intrinsic Control for Unsupervised Skill Discovery☆80Updated 2 years ago
- Masked World Models for Visual Control☆120Updated last year
- Official code for "Pretraining Representations For Data-Efficient Reinforcement Learning" (NeurIPS 2021)☆53Updated 3 years ago
- CaDM: Context-aware Dynamics Model for Generalization in Model-based Reinforcement Learning☆63Updated 4 years ago
- Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"☆53Updated 11 months ago
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆100Updated 2 years ago
- Deep Hierarchical Planning from Pixels☆95Updated 2 years ago
- CleanRL's implementation of DeepMind's Podracer Sebulba Architecture for Distributed DRL☆109Updated 7 months ago
- Code for "Masked Autoencoding for Scalable and Generalizable Decision Making". NeurIPS 2022☆43Updated last year
- Fast reinforcement learning research☆57Updated 3 months ago
- Codebase for "Uni[MASK]: Unified Inference in Sequential Decision Problems"☆54Updated 8 months ago
- Learning Invariant Representations for Reinforcement Learning without Reconstruction☆148Updated 3 years ago
- Code for TRANSDREAMER: REINFORCEMENT LEARNING WITH TRANSFORMER WORLD MODELS☆25Updated last year
- pytorch-implementation of Dreamer (Model-based Image RL Algorithm)☆165Updated 2 months ago