Santara / RAIL
Codebase of Santara et. al., RAIL: Risk Averse Imitation Learning, Published in AAMAS 2018
☆14Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for RAIL
- ☆32Updated 6 years ago
- Models built with TensorFlow☆25Updated 5 years ago
- A simple Gridworld environment for Open AI gym☆24Updated 6 years ago
- PyTorch implementation of Memory Augmented Self-Play☆50Updated 4 years ago
- A collection of code investigating the use of information theory for abstractions in RL☆16Updated 6 years ago
- [2019] (Neurips workshop paper) Blending behavioral cloning and RL☆9Updated last year
- Helper for NeurIPS 2018 Challenge: AI for Prosthetics☆39Updated 6 years ago
- Pytorch implementation of LOLA (https://arxiv.org/abs/1709.04326) using DiCE (https://arxiv.org/abs/1802.05098)☆90Updated 6 years ago
- Explore the optimization landscape for direct policy learning reinforcement learning.☆50Updated 5 years ago
- Code for ICLR 2019 paper Learning Dynamics Model by Incorporating the Long Term Future☆50Updated 5 years ago
- Learning Backtracking Models, ICLR'19☆10Updated 6 years ago
- This is the pytorch implementation of ICML 2018 paper - Self-Imitation Learning.☆66Updated 6 years ago
- Pytorch-based python library for continuous reinforcement learning and imitation learning [superseded by @osudrl/apex]☆13Updated 4 years ago
- ☆42Updated 5 years ago
- Attempt at reinforcement learning with curiosity for Sonic the Hedgehog games. Number 149 on OpenAI retro contest leaderboard, but more w…☆31Updated 6 years ago
- TensorFlow A2C to solve Acrobot, with synchronized parallel environments☆35Updated 6 years ago
- ☆35Updated 6 years ago
- Code for experimenting with state and action abstractions in reinforcement learning.☆30Updated 3 years ago
- Reimplementation code for the paper "Generative Temporal Models with Spatial Memory for Partially Observed Environments"☆29Updated 2 years ago
- Code accompanying the OptionGAN paper.☆43Updated 6 years ago
- Deep RL Bootcamp solutions☆35Updated 7 years ago
- Pytorch implementation of "FeUdal Networks for Hierarchical Reinforcement Learning" for Montezuma's Revenge☆93Updated 2 years ago
- Implementation of Neural Episodic Control in Tensorflow☆26Updated 5 years ago
- Code for paper "Learning Multimodal Transition Dynamics for Model-Based Reinforcement Learning".☆33Updated 6 years ago
- PyTorch implementation of CommNet☆36Updated 6 years ago
- Distributed Tensorflow Implementation of Asynchronous Methods for Deep Reinforcement Learning☆31Updated 6 years ago
- Minimal and Clean Reinforcement Learning Examples in PyTorch☆41Updated 5 years ago
- Meta Reinforcement Learning Experiments☆33Updated 7 years ago