kantneel / causal-metarlLinks
WIP implementation of https://arxiv.org/pdf/1901.08162.pdf
☆9Updated 5 years ago
Alternatives and similar repositories for causal-metarl
Users that are interested in causal-metarl are comparing it to the libraries listed below
Sorting:
- Contextual Bandits Action Elimination DQN☆21Updated 7 years ago
- Representation Learning in RL☆15Updated 3 years ago
- Author's PyTorch implementation of SR-DICE for marginalized importance sampling☆17Updated 3 years ago
- Code to reproduce results on toy tasks and companion blog for the paper.☆20Updated 3 years ago
- Estimating Q(s,s') with Deep Deterministic Dynamics Gradients☆32Updated 5 years ago
- [ICLR 2020, Oral] Harnessing Structures for Value-Based Planning and Reinforcement Learning☆34Updated 5 years ago
- Code for the Population-Based Bandits Algorithm, presented at NeurIPS 2020.☆20Updated 4 years ago
- Deconfounding Reinforcement Learning in Observational Settings☆52Updated 6 years ago
- Taming MAML: efficient unbiased meta-reinforcement learning☆29Updated 2 years ago
- Official implementation of Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning at ICML…☆39Updated 4 years ago
- Generalised UDRL☆37Updated 3 years ago
- Code for paper "Model-based Adversarial Meta-Reinforcement Learning" (https://arxiv.org/abs/2006.08875)☆35Updated 4 years ago
- ☆86Updated 10 months ago
- [AutoML'22] Bayesian Generational Population-based Training (BG-PBT)☆28Updated 2 years ago
- Code for the paper Novelty Search in Representational Space for Sample Efficient Exploration presented at NeurIPS 2020.☆14Updated 11 months ago
- ☆32Updated 10 months ago
- Trajectory-wise Multiple Choice Learning for Dynamics Generalization in Reinforcement Learning (NeurIPS 2020)☆39Updated 4 years ago
- Implementation of our paper "Meta Reinforcement Learning with Task Embedding and Shared Policy"☆34Updated 6 years ago
- A Continual Multi-agent RL testbed based on Hanabi☆30Updated 3 years ago
- PyTorch implementation for "On the Critical Role of Conventions in Adaptive Human-AI Collaboration", ICLR 2021☆16Updated 4 years ago
- Code for our NeurIPS 2020 paper Improving Generalization in Reinforcement Learning with Mixture Regularization☆33Updated 4 years ago
- Code to accompany the paper "The Information Geometry of Unsupervised Reinforcement Learning"☆20Updated 3 years ago
- ☆19Updated 3 years ago
- Implements the Messenger environment and EMMA model.☆23Updated 2 years ago
- ☆24Updated 10 months ago
- Code for paper Causal Confusion in Imitation Learning☆45Updated 5 years ago
- A Jax/Stax implementation of the general meta learning paper: Oh, J., Hessel, M., Czarnecki, W.M., Xu, Z., van Hasselt, H.P., Singh, S. a…☆21Updated 4 years ago
- ☆13Updated 6 years ago
- ICLR 2020 Meta Reinforcement Learning with Autonomous Inference of Subtask Dependencies☆18Updated 4 years ago
- ☆17Updated 5 years ago