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
- ☆44Updated last year
- Code release for Efficient Planning in a Compact Latent Action Space (ICLR2023) https://arxiv.org/abs/2208.10291.☆105Updated last year
- ☆42Updated 4 years ago
- 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☆80Updated 2 years ago
- Proto-RL: Reinforcement Learning with Prototypical Representations☆82Updated 2 years ago
- CIC: Contrastive Intrinsic Control for Unsupervised Skill Discovery☆80Updated 2 years ago
- Open source code for paper "Optimal Goal-Reaching Reinforcement Learning via Quasimetric Learning" ICML 2023☆46Updated 11 months ago
- ☆35Updated 2 years ago
- Reproduction of Dreamerv1 and v2 in pytorch for deepmind control suite☆38Updated 2 years ago
- Reinforcement Learning via Supervised Learning☆71Updated 2 years ago
- Public code for "Reinforcement Learning from Passive Data via Latent Intentions"☆88Updated last year
- CaDM: Context-aware Dynamics Model for Generalization in Model-based Reinforcement Learning☆63Updated 4 years ago
- ☆41Updated 3 years ago
- Official repository for paper "Versatile Offline Imitation from Observations and Examples via Regularized State-Occupancy Matching" (ICML…☆26Updated 2 years ago
- Revisiting Rainbow☆74Updated 3 years ago
- Model-Based Visual Planning with Self-Supervised Functional Distances (ICLR 2021)☆20Updated 3 years ago
- Official code for "Pretraining Representations For Data-Efficient Reinforcement Learning" (NeurIPS 2021)☆54Updated 3 years ago
- Pytorch version of Dreamer, which follows the original TF v2 codes.☆124Updated 3 years ago
- Trajectory-wise Multiple Choice Learning for Dynamics Generalization in Reinforcement Learning (NeurIPS 2020)☆39Updated 4 years ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆111Updated 3 years ago
- My Body Is A Cage☆40Updated 4 years ago
- Jax implementation of Proximal Policy Optimization (PPO) specifically tuned for Procgen, with benchmarked results and saved model weights…☆54Updated 2 years ago
- ☆70Updated 2 years ago
- Source files to replicate experiments in my ICLR 2022 paper.☆70Updated 9 months ago
- Masked World Models for Visual Control☆122Updated last year
- Discovering and Achieving Goals via World Models, NeurIPS 2021☆85Updated last year
- Learning Invariant Representations for Reinforcement Learning without Reconstruction☆147Updated 3 years ago
- Fast reinforcement learning research☆59Updated 4 months ago
- pytorch-implementation of Dreamer (Model-based Image RL Algorithm)☆166Updated 2 months ago