itaicaspi / mgail
Model-Based Generative Adversarial Imitation Learning
☆89Updated 4 years ago
Alternatives and similar repositories for mgail:
Users that are interested in mgail are comparing it to the libraries listed below
- Implement A3C for Mujoco gym envs☆72Updated 7 years ago
- third person imitation learning. Archival only.☆76Updated 5 years ago
- NIPS 2017 Value Prediction Network☆166Updated 7 years ago
- Code accompanying the OptionGAN paper.☆44Updated 6 years ago
- pytorch implementation of Curiosity-driven Exploration by Self-supervised Prediction☆79Updated 6 years ago
- [NIPS 2017] InfoGAIL: Interpretable Imitation Learning from Visual Demonstrations☆179Updated 5 months ago
- Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees☆93Updated 5 years ago
- Accompanying code for "Deep Reinforcement Learning that Matters"☆152Updated 7 years ago
- Train an RL agent to play multiple Atari games at once☆69Updated 8 years ago
- Deep Reinforcement Learning algorithms implemented in PyTorch☆49Updated 6 years ago
- ☆159Updated 7 years ago
- A working implementation of the Categorical DQN (Distributional RL).☆96Updated 7 years ago
- Feature Control as Intrinsic Motivation for Hierarchical Reinforcement Learning☆80Updated 7 years ago
- Proximal Policy Optimization in PyTorch☆39Updated 7 years ago
- Modular multitask reinforcement learning with policy sketches☆108Updated 3 years ago
- A TensorFlow implementation of DeepMind's A Distributional Perspective on Reinforcement Learning.(C51-DQN)☆56Updated 7 years ago
- Machine Learning Course Project Skoltech 2018☆108Updated 6 years ago
- Code for reproducing experiments in Model-Based Active Exploration, ICML 2019☆78Updated 5 years ago
- Source code for our NIPS 2017 paper, InfoGAIL: Interpretable Imitation Learning from Visual Demonstrations☆42Updated 7 years ago
- Stochastic Neural Networks for Hierarchical Reinforcement Learning☆96Updated 7 years ago
- ☆97Updated 8 years ago
- PGQ is an approach to combine Policy Gradient and Q-Learning. This repository will contain an implementation of PGQ.☆15Updated 8 years ago
- ☆33Updated 6 years ago
- Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstractions and Intrinsic Motivation☆87Updated 7 years ago
- This is the pytorch implementation of ICML 2018 paper - Self-Imitation Learning.☆66Updated 6 years ago
- ☆28Updated 7 years ago
- TensorFlow impementation of: Embed to Control: A Locally Linear Latent Dynamics Model for Control from Raw Images☆65Updated 8 years ago
- Using Pilco algorithm to find a controller for few robotic problems☆43Updated 9 years ago
- ☆68Updated 3 years ago
- Self-Consistent Trajectory Autoencoder: Hierarchical Reinforcement Learning with Trajectory Embeddings☆96Updated 6 years ago