qihongl / dnd-lstm
A Python(PyTorch) implementation of memory augmented neural network based on Ritter et al. (2018). Been There, Done That: Meta-Learning with Episodic Recall. ICML.
☆33Updated 4 years ago
Related projects: ⓘ
- BabyAI++: Towards Grounded language Learning beyond Memorization, ICLR BeTR-RL 2020☆25Updated 4 years ago
- Code for "Recurrent Independent Mechanisms"☆118Updated 2 years ago
- Grounded SCAN data set.☆69Updated 2 years ago
- Network Randomization: A Simple Technique for Generalization in Deep Reinforcement Learning / ICLR 2020☆53Updated 4 years ago
- Reproducing the reinforcement learning models used in "Emergence of Linguistic Communication from Referential Games with Symbolic and Pix…☆12Updated 6 years ago
- Deep Reinforcement Learning algorithms implemented in PyTorch☆49Updated 6 years ago
- Taming MAML: efficient unbiased meta-reinforcement learning☆28Updated last year
- On the pitfalls of measuring emergent communication☆33Updated 5 years ago
- Code for the paper Language as a Cognitive Tool to Imagine Goals in Curiosity Driven Exploration☆27Updated 3 years ago
- Continual Reinforcement Learning in 3D Non-stationary Environments☆35Updated 5 years ago
- Automatic Data-Regularized Actor-Critic (Auto-DrAC)☆101Updated last year
- Systematic generalization test for CLEVR☆15Updated 4 years ago
- Compositional Obverter Communication Learning From Raw Visual Input - Pytorch Implementation☆18Updated 3 years ago
- Measuring compositionality in representation learning☆70Updated 5 years ago
- A Continual Multi-agent RL testbed based on Hanabi☆30Updated 3 years ago
- ☆64Updated 3 years ago
- Dataset collection and training code for "Ask Your Humans: Using Human Instructions to Improve Generalization in Reinforcement Learning"☆9Updated 2 years ago
- Mind-aware Multi-agent Management Reinforcement Learning☆80Updated 5 years ago
- Code for Continual Reinforcement Learning with Multi-Timescale Replay☆20Updated 4 years ago
- Automatically Composing Representation Transformations as a Means for Generalization☆24Updated 5 years ago
- Invariant Causal Prediction for Block MDPs☆43Updated 4 years ago
- CLEVR-Robot: a reinforcement learning environment combining vision, language and control.☆126Updated last month
- This is the pytorch implementation of ICML 2018 paper - Self-Imitation Learning.☆64Updated 5 years ago
- Code for "Task-Agnostic Continual RL: In Praise of a Simple Baseline"☆30Updated last year
- This repository contains code for the method and experiments of the paper "Learning with AMIGo: Adversarially Motivated Intrinsic Goals".☆61Updated last year
- Leaning hard attention model by policy gradient with rewards based on active inference.☆24Updated 7 years ago
- Self-Consistent Trajectory Autoencoder: Hierarchical Reinforcement Learning with Trajectory Embeddings☆94Updated 6 years ago
- Code for our NeurIPS 2020 paper Improving Generalization in Reinforcement Learning with Mixture Regularization☆32Updated 3 years ago
- The multi-modal sequence to sequence baseline neural models used in the Grounded SCAN paper.☆16Updated 3 years ago
- Self-attentive Associative Memory & SAM-based Two-Memory Model☆46Updated 2 years ago