kristychoi / pixel_exploration
PyTorch implementation of Count-Based Exploration with Neural Density Models
☆10Updated 7 years ago
Alternatives and similar repositories for pixel_exploration
Users that are interested in pixel_exploration are comparing it to the libraries listed below
Sorting:
- Maximum Entropy-Regularized Multi-Goal Reinforcement Learning (ICML 2019)☆23Updated 5 years ago
- Proximal Policy Option-Critic☆23Updated 6 years ago
- Estimating Q(s,s') with Deep Deterministic Dynamics Gradients☆32Updated 5 years ago
- Implementation of the skill discovery algorithm described in ICLR submission "Option Discovery using Deep Skill Chaining"☆28Updated 5 years ago
- Efficient Exploration via State Marginal Matching (2019)☆68Updated 5 years ago
- Options of Interest: Temporal Abstraction with Interest Functions AAAI 2020☆25Updated 4 years ago
- Repository for the paper "Long-Horizon Visual Planning with Goal-Conditioned Hierarchical Predictors"☆44Updated 2 years ago
- Code for generating options for planning and reinforcement learning☆12Updated 4 years ago
- Change-Based Exploration Transfer☆36Updated 3 years ago
- Learning Action-Value Gradients in Model-based Policy Optimization☆31Updated 3 years ago
- [ICLR 22] Value Gradient weighted Model-Based Reinforcement Learning.☆24Updated 2 years ago
- Implementation of Data Efficient Reinforcement Learning in Pytorch☆20Updated 5 years ago
- Safe Option-Critic: Learning Safety in the Option-Critic Architecture☆20Updated 6 years ago
- Proximal Policy Optimization with Stein Control Variates:☆33Updated 7 years ago
- ☆29Updated 4 years ago
- ☆43Updated 6 years ago
- ☆31Updated 5 years ago
- Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees☆55Updated 5 years ago
- Code for "Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills"☆37Updated 5 years ago
- Implementation of CURIOUS: Intrinsically Motivated Modular Multi-Goal Reinforcement Learning☆27Updated 5 years ago
- ☆15Updated 4 years ago
- Episodic Control☆20Updated 2 years ago
- Code for reproducing experiments in Model-Based Active Exploration, ICML 2019☆78Updated 5 years ago
- Code for the paper Novelty Search in Representational Space for Sample Efficient Exploration presented at NeurIPS 2020.☆14Updated 10 months ago
- A3C style Option-Critic with deliberation cost☆39Updated 7 years ago
- E-MAML, and RL-MAML baseline implemented in Tensorflow v1☆16Updated 5 years ago
- Sandbox environment for generalizable agent research☆25Updated 2 years ago
- ☆25Updated 6 years ago
- Ant Gather and Ant Maze envs, separated from RLLab☆11Updated 6 years ago
- RE3: State Entropy Maximization with Random Encoders for Efficient Exploration☆68Updated 3 years ago