younggyoseo / trajectory_mclLinks
Trajectory-wise Multiple Choice Learning for Dynamics Generalization in Reinforcement Learning (NeurIPS 2020)
☆39Updated 5 years ago
Alternatives and similar repositories for trajectory_mcl
Users that are interested in trajectory_mcl 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
- Code for "World Model as a Graph: Learning Latent Landmarks for Planning" (ICML 2021 Long Presentation)☆68Updated 4 years ago
- Official code for "Pretraining Representations For Data-Efficient Reinforcement Learning" (NeurIPS 2021)☆55Updated 4 years ago
- ☆33Updated last year
- Code to accompany the paper "The Information Geometry of Unsupervised Reinforcement Learning"☆20Updated 4 years ago
- Official Codebase for Offline Reinforcement Learning from Images with Latent Space Models☆31Updated 4 years ago
- ☆26Updated 2 years ago
- Reinforcement Learning via Supervised Learning☆72Updated 3 years ago
- IV-RL - Sample Efficient Deep Reinforcement Learning via Uncertainty Estimation☆40Updated 6 months ago
- Latent Dynamics Mixture, NeurIPS 2021☆18Updated 3 years ago
- Estimating Q(s,s') with Deep Deterministic Dynamics Gradients☆32Updated 5 years ago
- RE3: State Entropy Maximization with Random Encoders for Efficient Exploration☆69Updated 4 years ago
- Authors' PyTorch implementation of 'Recomposing the Reinforcement Learning Building-Blocks with Hypernetworks' (HypeRL)☆26Updated 4 years ago
- Proto-RL: Reinforcement Learning with Prototypical Representations☆86Updated 3 years ago
- Source code for the Self-Paced Deep Reinforcement Learning Experiments☆32Updated 2 years ago
- ☆31Updated 3 years ago
- Taming MAML: efficient unbiased meta-reinforcement learning☆30Updated 3 years ago
- EARL: Environment for Autonomous Reinforcement Learning☆37Updated 3 years ago
- Author's PyTorch implementation of SR-DICE for marginalized importance sampling☆28Updated 4 years ago
- Implementation for ICML 2019 paper, EMI: Exploration with Mutual Information.☆36Updated 5 years ago
- RAD: Reinforcement Learning with Augmented Data (code for procgen experiments)☆18Updated 4 years ago
- ☆24Updated last year
- MELD: Meta-Reinforcement Learning from Images via Latent State Models https://arxiv.org/abs/2010.13957☆67Updated 4 years ago
- ☆54Updated last year
- Code for our NeurIPS 2020 paper Improving Generalization in Reinforcement Learning with Mixture Regularization☆35Updated 5 years ago
- Image-based gridworld experiment for learning Markov state abstractions☆21Updated last year
- ☆48Updated 2 years ago
- Code for NeurIPS 2021 paper "Curriculum Offline Imitation Learning"☆18Updated 3 years ago
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆70Updated 3 years ago
- Mutual Information State Intrinsic Control (ICLR 2021 Spotlight)☆38Updated 4 years ago