david-lindner / idrlLinks
Code accompanying the paper "Information Directed Reward Learning for Reinforcement Learning" (NeurIPS 2021).
☆13Updated 4 years ago
Alternatives and similar repositories for idrl
Users that are interested in idrl are comparing it to the libraries listed below
Sorting:
- Efficient Exploration via State Marginal Matching (2019)☆69Updated 6 years ago
- ☆30Updated 4 years ago
- Model-Based Reinforcement Learning via Latent-Space Collocation.☆34Updated 2 years ago
- Code for the paper "Gamma-Models: Generative Temporal Difference Learning for Infinite-Horizon Prediction"☆45Updated 2 years ago
- Estimating Q(s,s') with Deep Deterministic Dynamics Gradients☆32Updated 5 years ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆82Updated 2 years ago
- ☆32Updated 2 years ago
- Code for reproducing experiments in Model-Based Active Exploration, ICML 2019☆79Updated 6 years ago
- IV-RL - Sample Efficient Deep Reinforcement Learning via Uncertainty Estimation☆40Updated 5 months ago
- MELD: Meta-Reinforcement Learning from Images via Latent State Models https://arxiv.org/abs/2010.13957☆67Updated 4 years ago
- My Body Is A Cage☆41Updated 4 years ago
- Revisiting Rainbow☆75Updated 4 years ago
- Learning Action-Value Gradients in Model-based Policy Optimization☆32Updated 4 years ago
- Invariant Causal Prediction for Block MDPs☆44Updated 5 years ago
- 🧶 Minimal PyTorch Soft Actor Critic (SAC) implementation☆38Updated 3 years ago
- Reinforcement Learning via Supervised Learning☆72Updated 3 years ago
- [ICLR 22] Value Gradient weighted Model-Based Reinforcement Learning.☆25Updated 2 years ago
- JAX code for the paper "Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation"☆43Updated 4 years ago
- Implementation of the skill discovery algorithm described in ICLR submission "Option Discovery using Deep Skill Chaining"☆30Updated 6 years ago
- 🔍 Codebase for the ICML '20 paper "Ready Policy One: World Building Through Active Learning" (arxiv: 2002.02693)☆18Updated 2 years ago
- Proximal Policy Option-Critic☆26Updated 6 years ago
- ☆15Updated 5 years ago
- ☆25Updated 6 years ago
- ☆99Updated 2 years ago
- RE3: State Entropy Maximization with Random Encoders for Efficient Exploration☆69Updated 4 years ago
- Mirror Descent Policy Optimization☆41Updated 5 years ago
- On the model-based stochastic value gradient for continuous reinforcement learning☆57Updated last week
- Code to accompany the paper "The Information Geometry of Unsupervised Reinforcement Learning"☆20Updated 4 years ago
- Implementation for ICML 2019 paper, EMI: Exploration with Mutual Information.☆36Updated 5 years ago
- Repository for the paper "Long-Horizon Visual Planning with Goal-Conditioned Hierarchical Predictors"☆45Updated 3 years ago