AdamJelley / POEMLinks
Official PyTorch implementation of POEM (Partial Observation Experts Modelling) as introduced in the paper Contrastive Meta-Learning for Partially Observable Few-Shot Learning
☆12Updated 2 years ago
Alternatives and similar repositories for POEM
Users that are interested in POEM are comparing it to the libraries listed below
Sorting:
- This is the pytorch implementation of the UAI2023 paper "A Trajectory is Worth Three Sentences: Multimodal Transformer for Offline Reinf…☆11Updated 2 years ago
- Semi-Supervised Offline Reinforcement Learning with Action-Free Trajectories☆43Updated 2 years ago
- ☆10Updated 3 years ago
- The Wasserstein Distance and Optimal Transport Map of Gaussian Processes☆52Updated 5 years ago
- Functional Optimal Transport: Map Estimation and Domain Adaptation for Functional data☆27Updated 4 years ago
- Open source code combining implementations of Upside Down Reinforcement Learning and Reward Conditioned Policies☆18Updated 4 years ago
- divyakraman / BoMuDA-Boundless-Multi-Source-Domain-Adaptive-Segmentation-in-Unstructured-EnvironmentsCodebase for the paper 'BoMuDA: Boundless Multi-Source Domain Adaptive Segmentation in Unstructured Environments'☆17Updated 9 months ago
- Implementation for paper "A Consciousness-Inspired Planning Agent for Model-Based Reinforcement Learning".☆59Updated last year
- PyTorch implementation for "Discovery of Incremental Skills" (DISk) algorithm from ICLR 2022 paper "One After Another: Learning Increment…☆19Updated 3 years ago
- Hierarchical State Space Models☆47Updated last year
- Patient data simulator following the structure of an open-ai gym.☆11Updated 6 years ago
- [ICML 2025]"Graph World Model", Tao Feng, Yexin Wu, Guanyu Lin, Jiaxuan You☆23Updated 2 months ago
- A paper list of world model☆28Updated 7 months ago
- Implementation for ICML 2019 paper, EMI: Exploration with Mutual Information.☆36Updated 4 years ago
- ☆24Updated 4 years ago
- This repository is the official implementation of the TRAC optimizer in Fast TRAC: A Parameter-Free Optimizer for Lifelong Reinforcement …☆32Updated 6 months ago
- Codebase for ICLR 2023 paper, "SMART: Self-supervised Multi-task pretrAining with contRol Transformers"☆54Updated last year
- ☆23Updated last year
- Code base for NeurIPS 2022 paper Curriculum Reinforcement Learning using Optimal Transport via Gradual Domain Adaptation.☆11Updated 2 years ago
- Cross-Domain Imitation Learning via Optimal Transport☆25Updated 3 years ago
- Neural Optimal Transport with Lagrangian Costs☆60Updated 6 months ago
- Original code for the paper "Learning Goal-Conditioned Policies Offline with Self-Supervised Reward Shaping" by Mezghani et al.☆18Updated 2 years ago
- ☆11Updated 5 years ago
- Reward Propagation using Graph Convolutional Networks☆13Updated 4 years ago
- Early sepsis detection w/ multitask gaussian process neural network☆15Updated 6 years ago
- (ICLR 2021) Learning to Represent Action Values as a Hypergraph on the Action Vertices☆23Updated 4 years ago
- Official code for "Reward-Free Curricula for Training Robust World Models", ICLR 2024.☆28Updated last year
- A PyTorch implementation of BCO☆12Updated 2 years ago
- Variational Autoencoder with non-euclidean (hyperbolic) latent space☆11Updated 3 years ago
- Implementation for "ROLL: Visual Self-Supervised Reinforcement Learning with Object Reasoning", CoRL 2020☆16Updated 3 years ago