Caselles / paper_notesLinks
Paper notes for my PhD on Machine Learning (mostly focused on Reinforcement Learning)
☆17Updated 6 years ago
Alternatives and similar repositories for paper_notes
Users that are interested in paper_notes are comparing it to the libraries listed below
Sorting:
- A collection of code investigating the use of information theory for abstractions in RL☆16Updated 7 years ago
- Inferring beliefs about dynamics from behavior☆30Updated 7 years ago
- TensorFlow A2C to solve Acrobot, with synchronized parallel environments☆35Updated 7 years ago
- Implementation is mostly based on Sergey Levine work (http://www.eecs.berkeley.edu/~svlevine/).☆44Updated 11 years ago
- Baselines and memory-based scenarios for the ViZDoom simulator☆36Updated 3 years ago
- Code to reproduce the results in the "Unsupervised Learning of Goal Spaces for Intrinsically Motivated Exploration"☆21Updated 7 years ago
- Code for experimenting with state and action abstractions in reinforcement learning.☆30Updated 5 years ago
- Code for paper "Learning Multimodal Transition Dynamics for Model-Based Reinforcement Learning".☆35Updated 7 years ago
- Simple tools for statistical analyses in RL experiments☆67Updated 7 years ago
- E2C implementation in PyTorch☆43Updated 8 years ago
- Models built with TensorFlow☆26Updated 7 years ago
- Explore the optimization landscape for direct policy learning reinforcement learning.☆51Updated 6 years ago
- Tutorial on continuous control at Reinforcement Learning Summer School 2017.☆34Updated 8 years ago
- Code accompanying the OptionGAN paper.☆44Updated 7 years ago
- Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees☆93Updated 6 years ago
- [ICML 2019] TensorFlow Code for Self-Supervised Exploration via Disagreement☆129Updated 6 years ago
- Code for our paper: Hierarchical RL Using an Ensemble of Proprioceptive Periodic Policies☆15Updated 6 years ago
- Reward Learning by Simulating the Past☆46Updated 6 years ago
- Attempt at reinforcement learning with curiosity for Sonic the Hedgehog games. Number 149 on OpenAI retro contest leaderboard, but more w…☆32Updated 7 years ago
- ☆32Updated 7 years ago
- ☆35Updated 7 years ago
- A simple Gridworld environment for Open AI gym☆25Updated 7 years ago
- PyTorch implementation of Memory Augmented Self-Play☆52Updated 5 years ago
- This is the pytorch implementation of ICML 2018 paper - Self-Imitation Learning.☆68Updated 7 years ago
- Our NIPS 2017: Learning to Run source code☆55Updated 2 years ago
- Code for "Calibrated Model-Based Deep Reinforcement Learning", ICML 2019.☆55Updated 6 years ago
- [Reimplementation Ross et al 2011] An implementation of DAGGER using ConvNets for driving from pixels.☆84Updated 7 years ago
- Labs for understanding and coding Standard Reinforcement Learning concepts☆59Updated 6 years ago
- Distributed implementation of popular evolutionary methods☆64Updated 8 years ago
- RL framework for embodied agents based on PyTorch☆11Updated 6 years ago