siddk / npiLinks
Neural Programmer-Interpreter Implementation (Reed, de Freitas: https://arxiv.org/abs/1511.06279), in Tensorflow
☆42Updated 6 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
- Framework of DataLog Neural Program Synthesis☆26Updated 6 years ago
- Adapting the AlphaZero algorithm to remove the need of execution traces to train NPI.☆79Updated 2 years ago
- CLEVR-Robot: a reinforcement learning environment combining vision, language and control.☆137Updated last year
- Modular multitask reinforcement learning with policy sketches☆110Updated 4 years ago
- A curated list of awesome neural programming resources☆55Updated 7 years ago
- [NeurIPS 2019] Code for the paper "Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity"☆116Updated 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 5 years ago
- [ICML 2019] TensorFlow Code for Self-Supervised Exploration via Disagreement☆129Updated 6 years ago
- Source code of Neural Logic Reinforcement Learning (https://arxiv.org/abs/1904.10729)☆76Updated 5 years ago
- [ICML-18] Codes for the custom games we built to compare RL agents with humans☆66Updated 7 years ago
- Machine Learning Course Project Skoltech 2018☆108Updated 6 years ago
- Code for the paper "TD or not TD: Analyzing the Role of Temporal Differencing in Deep Reinforcement Learning", Artemij Amiranashvili, Ale…☆12Updated 7 years ago
- Program Synthesis☆145Updated 4 years ago
- A job launching library for docker, EC2, GCP, etc.☆57Updated 4 years ago
- Reward Learning by Simulating the Past☆46Updated 6 years ago
- On the pitfalls of measuring emergent communication☆34Updated 6 years ago
- We release dataset collected for our research, code that implement neural network models described in the paper, and scripts to reproduce…☆161Updated 4 years ago
- Train an RL agent to execute natural language instructions in a 3D Environment (PyTorch)☆238Updated 7 years ago
- in progress☆72Updated 7 years ago
- An official TensorFlow implementation of "Neural Program Synthesis from Diverse Demonstration Videos" (ICML 2018) by Shao-Hua Sun, Hyeonw…☆102Updated 2 years ago
- Modifiable OpenAI Gym environments for studying generalization in RL☆87Updated 6 years ago
- Implementation of Model-Agnostic Meta-Learning (MAML) in Jax☆190Updated 3 years ago
- Experiment code for the ICLR 2020 paper "RTFM: Generalising to New Environment Dynamics via Reading".☆38Updated 4 years ago
- Code to reproduce the results in the "Unsupervised Learning of Goal Spaces for Intrinsically Motivated Exploration"☆21Updated 7 years ago
- ☆43Updated 8 years ago
- ☆44Updated 6 years ago
- General Game Playing with Schema Networks☆41Updated 3 years ago
- ☆66Updated last year
- SeqGAN but with more bells and whistles☆24Updated 7 years ago