facebookresearch / denoised_mdp
Open source code for paper "Denoised MDPs: Learning World Models Better Than the World Itself"
☆135Updated last year
Alternatives and similar repositories for denoised_mdp:
Users that are interested in denoised_mdp are comparing it to the libraries listed below
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆80Updated 2 years ago
- Code release for Efficient Planning in a Compact Latent Action Space (ICLR2023) https://arxiv.org/abs/2208.10291.☆105Updated last year
- Proto-RL: Reinforcement Learning with Prototypical Representations☆83Updated 2 years ago
- Evaluating long-term memory of reinforcement learning algorithms☆142Updated last year
- ☆42Updated 4 years ago
- Reproduction of Dreamerv1 and v2 in pytorch for deepmind control suite☆38Updated 2 years ago
- CaDM: Context-aware Dynamics Model for Generalization in Model-based Reinforcement Learning☆63Updated 4 years ago
- ☆45Updated last year
- Public code for "Reinforcement Learning from Passive Data via Latent Intentions"☆89Updated last year
- Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"☆55Updated last year
- Reinforcement Learning via Supervised Learning☆71Updated 2 years ago
- ☆35Updated 2 years ago
- Discovering and Achieving Goals via World Models, NeurIPS 2021☆85Updated last year
- ☆41Updated 3 years ago
- Open source code for paper "Optimal Goal-Reaching Reinforcement Learning via Quasimetric Learning" ICML 2023☆46Updated last year
- ExORL: Exploratory Data for Offline Reinforcement Learning☆113Updated 3 years ago
- CIC: Contrastive Intrinsic Control for Unsupervised Skill Discovery☆80Updated 2 years ago
- Masked World Models for Visual Control☆122Updated last year
- Clockwork Variational Autoencoder☆47Updated 3 years ago
- Transformer-based World Models☆81Updated 2 years ago
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆82Updated 5 months ago
- Code for "World Model as a Graph: Learning Latent Landmarks for Planning" (ICML 2021 Long Presentation)☆66Updated 3 years ago
- pytorch-implementation of Dreamer (Model-based Image RL Algorithm)☆166Updated 3 months ago
- JAX reimplementation of the DeepMind paper "Genie: Generative Interactive Environments"☆63Updated 3 months ago
- The Controllable Agent project trains RL Agents able to optimize any reward function specified in real time, without any further learning…☆62Updated last year
- Code for "Masked Autoencoding for Scalable and Generalizable Decision Making". NeurIPS 2022☆44Updated last year
- Code for "Planning Goals for Exploration", ICLR2023 Spotlight. An unsupervised RL agent for hard exploration tasks.☆77Updated 11 months ago
- Foundation Policies with Hilbert Representations (ICML 2024)☆85Updated last year
- Official code for "Pretraining Representations For Data-Efficient Reinforcement Learning" (NeurIPS 2021)☆54Updated 3 years ago
- Official repository for paper "Versatile Offline Imitation from Observations and Examples via Regularized State-Occupancy Matching" (ICML…☆26Updated 2 years ago