siddk / npiLinks
Neural Programmer-Interpreter Implementation (Reed, de Freitas: https://arxiv.org/abs/1511.06279), in Tensorflow
☆43Updated 7 years ago
Alternatives and similar repositories for npi
Users that are interested in npi are comparing it to the libraries listed below
Sorting:
- Karel dataset for program synthesis and program induction☆79Updated 7 years ago
- Adapting the AlphaZero algorithm to remove the need of execution traces to train NPI.☆79Updated 2 years ago
- Source code of Neural Logic Reinforcement Learning (https://arxiv.org/abs/1904.10729)☆77Updated 5 years ago
- [NeurIPS 2019] Code for the paper "Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity"☆116Updated 5 years ago
- Modular multitask reinforcement learning with policy sketches☆110Updated 4 years ago
- A curated list of awesome neural programming resources☆55Updated 7 years ago
- CLEVR-Robot: a reinforcement learning environment combining vision, language and control.☆138Updated last year
- Python and TensorFlow implementation of the paper "Learning Explanatory Rules from Noisy Data." Evans Richard and Edward Grefenstette. Jo…☆53Updated 4 years ago
- Modifiable OpenAI Gym environments for studying generalization in RL☆88Updated 6 years ago
- Reward Learning by Simulating the Past☆46Updated 6 years ago
- On the pitfalls of measuring emergent communication☆34Updated 6 years ago
- [ICML 2019] TensorFlow Code for Self-Supervised Exploration via Disagreement☆129Updated 6 years ago
- Code for "Learning Compositional Rules via Neural Program Synthesis"☆60Updated 5 years ago
- Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees☆93Updated 6 years ago
- Learning with latent language☆51Updated 4 years ago
- Machine Learning Course Project Skoltech 2018☆108Updated 6 years ago
- Code for experimenting with state and action abstractions in reinforcement learning.☆30Updated 4 years ago
- ☆44Updated 7 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
- A job launching library for docker, EC2, GCP, etc.☆57Updated 4 years ago
- General Game Playing with Schema Networks☆41Updated 3 years ago
- NIPS 2017 Value Prediction Network☆166Updated 7 years ago
- Code to reproduce the results in the "Unsupervised Learning of Goal Spaces for Intrinsically Motivated Exploration"☆21Updated 7 years ago
- ☆84Updated 5 years ago
- Experiment code for the ICLR 2020 paper "RTFM: Generalising to New Environment Dynamics via Reading".☆39Updated 4 years ago
- ☆66Updated last year
- Program Synthesis☆145Updated 4 years ago
- ☆80Updated 2 years ago
- ☆43Updated 8 years ago
- A platform of grid world that supports up to 1 million reinforcement-learning agents.☆70Updated 8 years ago