frt03 / pic
Policy Information Capacity: Information-Theoretic Measure for Task Complexity in Deep Reinforcement Learning (ICML2021)
☆9Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for pic
- Code for the paper "Gamma-Models: Generative Temporal Difference Learning for Infinite-Horizon Prediction"☆42Updated last year
- JAX code for the paper "Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation"☆43Updated 3 years ago
- Code for Environment Probing Interaction Policies [ICLR 2019]☆29Updated 5 years ago
- ☆41Updated 3 years ago
- Code for reproducing experiments in Model-Based Active Exploration, ICML 2019☆78Updated 5 years ago
- Code for "Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills"☆36Updated 4 years ago
- PlaNet: Learning Latent Dynamics for Planning from Pixels☆9Updated 4 years ago
- Entity Abstraction in Visual Model-Based Reinforcement Learning☆55Updated 3 years ago
- Maximum Entropy-Regularized Multi-Goal Reinforcement Learning (ICML 2019)☆23Updated 5 years ago
- Accompanying repository for Unsupervised Active Domain Randomization in Goal-Directed RL☆12Updated 4 years ago
- Learning Action-Value Gradients in Model-based Policy Optimization☆31Updated 3 years ago
- A simple and easy to use implementation of the soft actor-critic algorithm.☆15Updated 2 years ago
- Proximal Policy Option-Critic☆21Updated 5 years ago
- My Body Is A Cage☆38Updated 3 years ago
- Implementation of the Prioritized Option-Critic on the Four-Rooms Environment☆15Updated 6 years ago
- Co-Adaptation of Algorithmic and Implementational Innovations in Inference-based Deep Reinforcement Learning (NeurIPS2021)☆20Updated 3 years ago
- krazy grid world☆25Updated 4 years ago
- Change-Based Exploration Transfer☆36Updated 2 years ago
- Code accompanying the paper "Information Directed Reward Learning for Reinforcement Learning" (NeurIPS 2021).☆13Updated 3 years ago
- ☆30Updated last year
- ☆13Updated 6 years ago
- Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees☆55Updated 5 years ago
- Official data and code for our paper Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning☆48Updated 3 years ago
- Repository for the paper "Long-Horizon Visual Planning with Goal-Conditioned Hierarchical Predictors"☆44Updated 2 years ago
- Generalised UDRL☆37Updated 2 years ago
- ☆26Updated 5 years ago
- Invariant Causal Prediction for Block MDPs☆43Updated 4 years ago
- Codes for the study "Variational Recurrent Models for Solving Partially Observable Control Tasks", published as a conference paper at ICL…☆50Updated 3 years ago
- ☆36Updated last year