Top Repositories
Code accompanying the paper "Action Robust Reinforcement Learning and Applications in Continuous Control" https://arxiv.org/abs/1901.09184
A JAX Implementation of the Twin Delayed DDPG Algorithm
Hierarchical Deep RL Network
A summary of interesting Machine Learning (mostly Deep Learning) papers that I encounter.
Code accompanying NeurIPS 2019 paper: "Distributional Policy Optimization - An Alternative Approach for Continuous Control"
Code accompanying the paper: Action Assembly: Sparse Imitation Learning for Text Based Games with Combinatorial Action Spaces
Repositories
20A summary of interesting Machine Learning (mostly Deep Learning) papers that I encounter.
Code accompanying the paper "Action Robust Reinforcement Learning and Applications in Continuous Control" https://arxiv.org/abs/1901.09184
A JAX Implementation of the Twin Delayed DDPG Algorithm
Hierarchical Deep RL Network
Code accompanying NeurIPS 2019 paper: "Distributional Policy Optimization - An Alternative Approach for Continuous Control"
Code accompanying the paper: Action Assembly: Sparse Imitation Learning for Text Based Games with Combinatorial Action Spaces
An extension of the Impala TorchBeast framework from Facebook.
A PyTorch Platform for Distributed RL
Build fast, reward everyone, and scale without friction.
Code accompanying the ICML paper "Ensemble Boostrapped Q Learning"
Rainbow: Combining Improvements in Deep Reinforcement Learning
DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (DQN) agent.
No description provided.
No description provided.
Paper accompanying the IJCAI 2020 submission - Stabilizing Deep Reinforcement Learning with Conservative Updates
No description provided.
A PyTorch Implementation of AWR (github.com/xbpeng/awr)
Repository accompanying the ICML submission "Maximizing the Total Reward via Reward Tweaking"
PyTorch implementation of TD3 and DDPG for OpenAI gym tasks
Mid term HW assignment for Deep RL course