akolishchak / hard-attention
Leaning hard attention model by policy gradient with rewards based on active inference.
☆24Updated 7 years ago
Related projects ⓘ
Alternatives and complementary repositories for hard-attention
- Reimplementation code for the paper "Generative Temporal Models with Spatial Memory for Partially Observed Environments"☆29Updated 2 years ago
- Official implementation for the paper: "Shallow Updates for Deep Reinforcement Learning"☆18Updated 7 years ago
- Code accompanying the OptionGAN paper.☆43Updated 6 years ago
- Implimentation of the Model Free Episodic Control paper by Deep Mind : http://arxiv.org/abs/1606.04460☆56Updated 8 years ago
- pytorch implementation of Curiosity-driven Exploration by Self-supervised Prediction☆79Updated 5 years ago
- Backpropagation training of neural networks with Hebbian plastic connections☆30Updated 3 years ago
- Model-Free Episodic Control☆15Updated 7 years ago
- ☆57Updated 6 years ago
- These are experiments for examining reproducibility in Policy Gradient RL algorithms in Continuous domains. Mainly using the Rllab implem…☆17Updated 7 years ago
- Distributed A3C☆34Updated 6 years ago
- Implementation of Grounded Language Learning in a 3D Simulated World (DeepMind)☆34Updated 7 years ago
- Learning with latent language☆50Updated 3 years ago
- Z Forcing: Training Stochastic RNN's, NIPS'17☆32Updated 7 years ago
- Code for ICLR 2019 paper Learning Dynamics Model by Incorporating the Long Term Future☆50Updated 5 years ago
- ☆56Updated 6 years ago
- Professor Forcing, NIPS'16☆45Updated 7 years ago
- Code for the paper "Representation Learning for Grounded Spatial Reasoning"☆52Updated 4 years ago
- SCAN: Learning Abstract Hierarchical Compositional Visual Concepts☆55Updated 7 years ago
- Code for "Systematic Generalization: What Is Required and Can It Be Learned"☆37Updated 5 years ago
- Implementation of PPO in Pytorch☆41Updated 6 years ago
- Solving reinforcement learning tasks which require language and vision☆32Updated last year
- RL framework for embodied agents based on PyTorch☆12Updated 5 years ago
- PyTorch implementation of the Value Iteration Networks (VIN) (NIPS '16 best paper)☆79Updated 7 years ago
- Train an RL agent to play multiple Atari games at once☆71Updated 8 years ago
- Understanding Short-Horizon Bias in Stochastic Meta-Optimization☆37Updated 6 years ago
- Full Chainer implementation of OpenAI's Reinforcement Learning using Random Network Distillation☆30Updated 5 years ago
- Pytorch implementation of LOLA (https://arxiv.org/abs/1709.04326) using DiCE (https://arxiv.org/abs/1802.05098)☆90Updated 6 years ago
- PyTorch implementation of Memory Augmented Self-Play☆50Updated 4 years ago