ivegner / PyDSRLLinks
Faithful Python implementation of the paper "Towards Deep Symbolic Reinforcement Learning" by Garnelo et al.
☆13Updated 4 years ago
Alternatives and similar repositories for PyDSRL
Users that are interested in PyDSRL are comparing it to the libraries listed below
Sorting:
- Implementation of the Box-World environment from the paper "Relational Deep Reinforcement Learning"☆47Updated 2 years ago
- ☆43Updated 8 years ago
- A Tensorflow implementation of the Option-Critic Architecture☆73Updated 8 years ago
- Deep Variational Reinforcement Learning☆137Updated 3 years ago
- Code release for Learning with Opponent-Learning Awareness and variations.☆151Updated 2 years ago
- Automatic Data-Regularized Actor-Critic (Auto-DrAC)☆102Updated 2 years ago
- Modifiable OpenAI Gym environments for studying generalization in RL☆87Updated 6 years ago
- Building Agents with Imagination: pytorch step-by-step implementation☆210Updated 6 years ago
- A3C style Option-Critic with deliberation cost☆39Updated 7 years ago
- Moore Machine Networks (MMN): Learning Finite-State Representations of Recurrent Policy Networks☆51Updated 2 years ago
- Network Randomization: A Simple Technique for Generalization in Deep Reinforcement Learning / ICLR 2020☆54Updated 5 years ago
- This repository contains code for the method and experiments of the paper "Learning with AMIGo: Adversarially Motivated Intrinsic Goals".☆64Updated 2 years ago
- Implementation of the Option-Critic Architecture on the Atari (ALE) environment☆180Updated 8 years ago
- ☆84Updated 4 years ago
- Code for "Unsupervised State Representation Learning in Atari"☆255Updated 2 years ago
- using information theory to encourage agents to cooperate and compete☆19Updated 7 years ago
- A customizable framework to create maze and gridworld environments☆268Updated 6 years ago
- Implementation of Proximal Meta-Policy Search (ProMP) as well as related Meta-RL algorithm. Includes a useful experiment framework for Me…☆244Updated 3 years ago
- Using RLLib and PycoLab to explore intelligent cooperative behavior in sequential social dilemmas☆53Updated 2 years ago
- Code for 'The Grand Atari Challenge dataset' paper☆55Updated 8 years ago
- Hierarchical Deep RL Network☆31Updated 8 years ago
- PyTorch implementation of our paper Real-Time Reinforcement Learning (NeurIPS 2019)☆76Updated 5 years ago
- Materials for the Practical Sessions of the Reinforcement Learning Summer School 2019: Bandits, RL & Deep RL (PyTorch).☆90Updated 6 years ago
- A binary release of trained deep reinforcement learning models trained in the Atari machine learning benchmark, and a software release th…☆202Updated 5 years ago
- Invariant Causal Prediction for Block MDPs☆44Updated 5 years ago
- Continual Reinforcement Learning in 3D Non-stationary Environments☆38Updated 6 years ago
- Option Critic with subgoal discovery by spectral decomposition of the Successor Features Matrix or clustering in Successor features space…☆23Updated 6 years ago
- ☆36Updated 2 years ago
- Pytorch implementation of LOLA (https://arxiv.org/abs/1709.04326) using DiCE (https://arxiv.org/abs/1802.05098)☆96Updated 7 years ago
- Code accompanying the paper "Better Exploration with Optimistic Actor Critic" (NeurIPS 2019)☆69Updated 2 years ago