Learning Invariant Representations for Reinforcement Learning without Reconstruction
☆156Aug 31, 2021Updated 4 years ago
Alternatives and similar repositories for deep_bisim4control
Users that are interested in deep_bisim4control are comparing it to the libraries listed below
Sorting:
- Learning bisimulation metrics for control, particularly suited to sparse reward settings☆10Feb 28, 2023Updated 3 years ago
- Code to accompany the paper "The Information Geometry of Unsupervised Reinforcement Learning"☆20Oct 6, 2021Updated 4 years ago
- Code for "Data-Efficient Reinforcement Learning with Self-Predictive Representations"☆163Dec 21, 2021Updated 4 years ago
- DMControl Generalization Benchmark☆188Jan 3, 2024Updated 2 years ago
- [CVPR 2021] Official Implementation of VAI: Unsupervised Visual Attention and Invariance for Reinforcement Learning☆27May 3, 2022Updated 3 years ago
- Proto-RL: Reinforcement Learning with Prototypical Representations☆86Jun 12, 2022Updated 3 years ago
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆113May 27, 2024Updated last year
- Invariant Causal Prediction for Block MDPs☆44Jun 11, 2020Updated 5 years ago
- CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning☆599Oct 28, 2020Updated 5 years ago
- ☆12Apr 25, 2022Updated 3 years ago
- Image-based gridworld experiment for learning Markov state abstractions☆21Sep 16, 2024Updated last year
- DrQ-v2: Improved Data-Augmented Reinforcement Learning☆431May 31, 2022Updated 3 years ago
- OpenAI Gym wrapper for the DeepMind Control Suite☆227May 19, 2024Updated last year
- [ICML 2021] Learning Task Informed Abstractions -- a representation learning approach for model-based RL in complex visual domains☆18Jul 20, 2021Updated 4 years ago
- A list of papers regarding generalization in (deep) reinforcement learning☆153Aug 12, 2023Updated 2 years ago
- Code for MOPO: Model-based Offline Policy Optimization☆191May 17, 2022Updated 3 years ago
- Stochastic Latent Actor-Critic: Deep Reinforcement Learning with a Latent Variable Model☆154Oct 26, 2020Updated 5 years ago
- ☆54Feb 28, 2024Updated 2 years ago
- Open source code for paper "Denoised MDPs: Learning World Models Better Than the World Itself"☆137Aug 15, 2023Updated 2 years ago
- Implementation of VariBAD: A Very Good Method for Bayes-Adaptive Deep RL via Meta-Learning - Zintgraf et al. (ICLR 2020)☆199Mar 15, 2023Updated 2 years ago
- DrQ: Data regularized Q☆420Jan 13, 2023Updated 3 years ago
- ☆360Oct 12, 2022Updated 3 years ago
- RAD: Reinforcement Learning with Augmented Data☆416Mar 29, 2021Updated 4 years ago
- Representation Learning for RL☆130Feb 27, 2023Updated 3 years ago
- Code for Environment Probing Interaction Policies [ICLR 2019]☆29Jun 17, 2019Updated 6 years ago
- Code for FOCAL Paper Published at ICLR 2021☆55Dec 4, 2023Updated 2 years ago
- Code for Abstract-to-Executable Trajectory Translation for One Shot Task Generalization (ICML 2023)☆23May 12, 2023Updated 2 years ago
- Code for paper "Hierarchically Decoupled Imitation for Morphological Transfer"☆17Mar 24, 2023Updated 2 years ago
- Multi Task RL Baselines☆262Dec 31, 2021Updated 4 years ago
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆105May 17, 2022Updated 3 years ago
- Code for "Multi-task Reinforcement Learning with Soft Modularization"☆123Dec 28, 2020Updated 5 years ago
- [ICLR 2022 Spotlight] Code for Reinforcement Learning with Sparse Rewards using Guidance from Offline Demonstration☆28Feb 10, 2022Updated 4 years ago
- Official code for "Pretraining Representations For Data-Efficient Reinforcement Learning" (NeurIPS 2021)☆55Jul 27, 2021Updated 4 years ago
- Real-World RL Benchmark Suite☆363Aug 11, 2020Updated 5 years ago
- Dream to Control: Learning Behaviors by Latent Imagination☆583Sep 10, 2021Updated 4 years ago
- ☆52Jul 7, 2020Updated 5 years ago
- Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"☆473Jul 6, 2023Updated 2 years ago
- ☆129Jul 30, 2024Updated last year
- PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)☆254May 3, 2020Updated 5 years ago