siddk / npi
Neural Programmer-Interpreter Implementation (Reed, de Freitas: https://arxiv.org/abs/1511.06279), in Tensorflow
☆42Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for npi
- Adapting the AlphaZero algorithm to remove the need of execution traces to train NPI.☆78Updated last year
- An official TensorFlow implementation of "Neural Program Synthesis from Diverse Demonstration Videos" (ICML 2018) by Shao-Hua Sun, Hyeonw…☆102Updated last year
- Karel dataset for program synthesis and program induction☆78Updated 6 years ago
- Framework of DataLog Neural Program Synthesis☆26Updated 5 years ago
- Modular multitask reinforcement learning with policy sketches☆105Updated 3 years ago
- A curated list of awesome neural programming resources☆55Updated 6 years ago
- A job launching library for docker, EC2, GCP, etc.☆57Updated 3 years ago
- [ICML 2019] TensorFlow Code for Self-Supervised Exploration via Disagreement☆123Updated 5 years ago
- Source code of Neural Logic Reinforcement Learning (https://arxiv.org/abs/1904.10729)☆74Updated 4 years ago
- CLEVR-Robot: a reinforcement learning environment combining vision, language and control.☆128Updated 3 months ago
- Reward Learning by Simulating the Past☆43Updated 5 years ago
- [NeurIPS 2019] Code for the paper "Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity"☆112Updated 4 years ago
- Experiment code for the ICLR 2020 paper "RTFM: Generalising to New Environment Dynamics via Reading".☆38Updated 3 years ago
- ☆44Updated 5 years ago
- I am implementing a lot of reinforcement learning and imitation learning algorithms since I'm sick of reading about them but not really u…☆51Updated 4 years ago
- Python and TensorFlow implementation of the paper "Learning Explanatory Rules from Noisy Data." Evans Richard and Edward Grefenstette. Jo…☆49Updated 3 years ago
- On the pitfalls of measuring emergent communication☆34Updated 5 years ago
- Code for "Learning Compositional Rules via Neural Program Synthesis"☆58Updated 3 years ago
- third person imitation learning. Archival only.☆77Updated 5 years ago
- in progress☆72Updated 6 years ago
- PyTorch implementation of Memory Augmented Self-Play☆50Updated 4 years ago
- Grounded SCAN data set.☆69Updated 2 years ago
- Automatically Composing Representation Transformations as a Means for Generalization☆24Updated 5 years ago
- This repository contains code for the method and experiments of the paper "Learning with AMIGo: Adversarially Motivated Intrinsic Goals".☆61Updated last year
- Learning with latent language☆50Updated 3 years ago
- Modifiable OpenAI Gym environments for studying generalization in RL☆86Updated 5 years ago
- mplementation of Advantage Actor Critic (A2C) and Proximal Policy Optimization Algorithm (PPO) use the advantages of Tensorflow 2.x.☆9Updated 4 years ago
- Machine Learning Course Project Skoltech 2018☆108Updated 5 years ago
- ☆85Updated 4 years ago
- Code for the paper "Representation Learning for Grounded Spatial Reasoning"☆52Updated 4 years ago