flowersteam / rl-difference-testing
Simple tools for statistical analyses in RL experiments
☆66Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for rl-difference-testing
- ☆66Updated 7 months ago
- Easy MDPs and grid worlds with accessible transition dynamics to do exact calculations☆48Updated 2 years ago
- Proximal Policy Optimization with Stein Control Variates:☆33Updated 6 years ago
- Code accompanying the OptionGAN paper.☆43Updated 6 years ago
- Autoregressive policies for continuous control reinforcement learning☆28Updated 5 years ago
- ☆42Updated 7 years ago
- Deep Reinforcement Learning algorithms implemented in PyTorch☆49Updated 6 years ago
- Code for reproducing experiments in Model-Based Active Exploration, ICML 2019☆78Updated 5 years ago
- Pytorch implementation of LOLA (https://arxiv.org/abs/1709.04326) using DiCE (https://arxiv.org/abs/1802.05098)☆90Updated 6 years ago
- Modifiable OpenAI Gym environments for studying generalization in RL☆86Updated 5 years ago
- ☆69Updated 6 years ago
- Code for paper "Learning Multimodal Transition Dynamics for Model-Based Reinforcement Learning".☆33Updated 6 years ago
- This repository contains code for the method and experiments of the paper "Learning with AMIGo: Adversarially Motivated Intrinsic Goals".☆61Updated last year
- some common TD Learning algorithms☆67Updated 4 years ago
- Accompanying code for "Deep Reinforcement Learning that Matters"☆153Updated 7 years ago
- TensorFlow impementation of: Embed to Control: A Locally Linear Latent Dynamics Model for Control from Raw Images☆65Updated 8 years ago
- ☆35Updated 6 years ago
- ☆26Updated 5 years ago
- A short and easy implementation of Quantile Regression DQN | Distributional Reinforcement Learning☆94Updated 4 years ago
- Convert DeepMind Control Suite to OpenAI gym environments.☆83Updated 4 years ago
- High-quality implementations of deep reinforcement learning algorithms for experiments☆51Updated 2 months ago
- ☆47Updated 4 years ago
- Robust policy search algorithms which train on model ensembles☆28Updated 8 years ago
- Code to reproduce Supervised Policy Update (ICLR 2019)☆17Updated last year
- This repository contains the code used in the paper Evaluating the Performance of Reinformcent Learning Algorithms☆27Updated 3 years ago
- This is the pytorch implementation of ICML 2018 paper - Self-Imitation Learning.☆65Updated 6 years ago
- A3C style Option-Critic with deliberation cost☆39Updated 6 years ago
- Implementation of Deepmind's Neural Episodic Control☆57Updated 6 years ago
- Code for experimenting with state and action abstractions in reinforcement learning.☆30Updated 3 years ago