frt03 / pic
Policy Information Capacity: Information-Theoretic Measure for Task Complexity in Deep Reinforcement Learning (ICML2021)
☆9Updated 3 years ago
Alternatives and similar repositories for pic:
Users that are interested in pic are comparing it to the libraries listed below
- Proximal Policy Optimization with Stein Control Variates:☆33Updated 7 years ago
- Code for Diagnosing Bottlenecks in Deep Q-learning. Contains implementations of tabular environments plus solvers.☆19Updated 5 years ago
- ☆25Updated 6 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
- Code for reproducing experiments in Model-Based Active Exploration, ICML 2019☆78Updated 5 years ago
- Code for "Possibility Before Utility: Learning And Using Hierarchical Affordances" (ICLR 2022)☆14Updated 2 years ago
- Sandbox environment for generalizable agent research☆24Updated 2 years ago
- Tensorflow code for "Learning Self-Imitating Diverse Policies" (ICLR 2019)☆19Updated 4 years ago
- Invariant Causal Prediction for Block MDPs☆44Updated 4 years ago
- Estimating Q(s,s') with Deep Deterministic Dynamics Gradients☆32Updated 5 years ago
- ☆42Updated 4 years ago
- Change-Based Exploration Transfer☆36Updated 2 years ago
- JAX code for the paper "Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation"☆43Updated 3 years ago
- Repository for the paper "Long-Horizon Visual Planning with Goal-Conditioned Hierarchical Predictors"☆44Updated 2 years ago
- Code for "Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills"☆37Updated 5 years ago
- ☆41Updated 6 years ago
- Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees☆55Updated 5 years ago
- Reward shaping approach for instruction following settings, leveraging language at multiple levels of abstraction.☆19Updated 3 years ago
- Revisiting Rainbow☆74Updated 3 years ago
- Simplistic Pytorch Implementation of the Dreamer-RL☆21Updated 2 years ago
- ☆30Updated last year
- PlaNet: Learning Latent Dynamics for Planning from Pixels☆10Updated 5 years ago
- Proximal Policy Option-Critic☆22Updated 6 years ago
- ☆13Updated 6 years ago
- ☆22Updated 2 years ago
- Model-Based Reinforcement Learning via Latent-Space Collocation.☆32Updated last year
- Entity Abstraction in Visual Model-Based Reinforcement Learning☆56Updated 4 years ago
- ☆33Updated 6 years ago
- krazy grid world☆25Updated 4 years ago