mila-iqia / SGILinks
Official code for "Pretraining Representations For Data-Efficient Reinforcement Learning" (NeurIPS 2021)
☆55Updated 4 years ago
Alternatives and similar repositories for SGI
Users that are interested in SGI are comparing it to the libraries listed below
Sorting:
- CaDM: Context-aware Dynamics Model for Generalization in Model-based Reinforcement Learning☆63Updated 5 years ago
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆67Updated 3 years ago
- CIC: Contrastive Intrinsic Control for Unsupervised Skill Discovery☆81Updated 3 years ago
- ☆54Updated last year
- ☆48Updated 2 years ago
- ☆31Updated 2 years ago
- ☆48Updated 2 years ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆115Updated 3 years ago
- Official Codebase for Offline Reinforcement Learning from Images with Latent Space Models☆30Updated 4 years ago
- Proto-RL: Reinforcement Learning with Prototypical Representations☆83Updated 3 years ago
- Reinforcement Learning via Supervised Learning☆71Updated 3 years ago
- Code for "World Model as a Graph: Learning Latent Landmarks for Planning" (ICML 2021 Long Presentation)☆66Updated 4 years ago
- RE3: State Entropy Maximization with Random Encoders for Efficient Exploration☆69Updated 4 years ago
- Codebase for "Uni[MASK]: Unified Inference in Sequential Decision Problems"☆56Updated last year
- ☆40Updated 3 years ago
- ☆26Updated 2 years ago
- ☆50Updated 2 years ago
- ☆36Updated 2 years ago
- Latent Dynamics Mixture, NeurIPS 2021☆17Updated 2 years ago
- Simple implementation of V-MPO proposed in https://arxiv.org/abs/1909.12238☆48Updated 4 years ago
- Change-Based Exploration Transfer☆35Updated 3 years ago
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆100Updated 3 years ago
- Trajectory-wise Multiple Choice Learning for Dynamics Generalization in Reinforcement Learning (NeurIPS 2020)☆39Updated 4 years ago
- Learning Invariant Representations for Reinforcement Learning without Reconstruction☆149Updated 3 years ago
- EARL: Environment for Autonomous Reinforcement Learning☆37Updated 2 years ago
- ☆32Updated last year
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆80Updated 2 years ago
- ☆43Updated 4 years ago
- Image-based gridworld experiment for learning Markov state abstractions☆21Updated 11 months ago
- Author's PyTorch implementation of SR-DICE for marginalized importance sampling☆17Updated 3 years ago