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
- Code for Environment Probing Interaction Policies [ICLR 2019]☆29Updated 5 years ago
- ☆42Updated 4 years ago
- ☆11Updated 5 years ago
- ☆25Updated 6 years ago
- Learning Action-Value Gradients in Model-based Policy Optimization☆31Updated 3 years ago
- ☆22Updated 2 years ago
- My Body Is A Cage☆40Updated 4 years ago
- Invariant Causal Prediction for Block MDPs☆44Updated 4 years ago
- ☆13Updated 6 years ago
- Entity Abstraction in Visual Model-Based Reinforcement Learning☆56Updated 4 years ago
- ☆33Updated 6 years ago
- Accompanying repository for Unsupervised Active Domain Randomization in Goal-Directed RL☆12Updated 4 years ago
- [ICLR 22] Value Gradient weighted Model-Based Reinforcement Learning.☆24Updated 2 years ago
- Code for reproducing experiments in Model-Based Active Exploration, ICML 2019☆78Updated 5 years ago
- Co-Adaptation of Algorithmic and Implementational Innovations in Inference-based Deep Reinforcement Learning (NeurIPS2021)☆20Updated 3 years ago
- PlaNet: Learning Latent Dynamics for Planning from Pixels☆10Updated 5 years ago
- Proximal Policy Option-Critic☆23Updated 6 years ago
- Sandbox environment for generalizable agent research☆25Updated 2 years ago
- Repository for the paper "Long-Horizon Visual Planning with Goal-Conditioned Hierarchical Predictors"☆44Updated 2 years ago
- Ant Gather and Ant Maze envs, separated from RLLab☆11Updated 6 years ago
- Change-Based Exploration Transfer☆36Updated 3 years ago
- Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees☆55Updated 5 years ago
- ☆30Updated last year
- Proximal Policy Optimization with Stein Control Variates:☆33Updated 7 years ago
- JAX code for the paper "Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation"☆43Updated 3 years ago
- ☆29Updated 4 years ago
- Efficient Exploration via State Marginal Matching (2019)☆68Updated 5 years ago
- Source code for the paper "Policy Architectures for Compositional Generalization in Control"☆30Updated 2 years ago
- Code for the paper "Gamma-Models: Generative Temporal Difference Learning for Infinite-Horizon Prediction"☆44Updated last year
- Code accompanying the paper "Information Directed Reward Learning for Reinforcement Learning" (NeurIPS 2021).☆14Updated 3 years ago