BKHMSI / Meta-RL-HarlowLinks
PyTorch implementation of two variants of the Harlow visual fixation task (PsychLab and 1D version). Reproduces the results found in two papers. Check the ReadMe for more details!
☆14Updated 5 years ago
Alternatives and similar repositories for Meta-RL-Harlow
Users that are interested in Meta-RL-Harlow are comparing it to the libraries listed below
Sorting:
- PyTorch implementation of Episodic Meta Reinforcement Learning on variants of the "Two-Step" task. Reproduces the results found in three …☆35Updated 4 years ago
- Implementation of the two-step-task as described in "Prefrontal cortex as a meta-reinforcement learning system" and "Learning to Reinforc…☆58Updated 6 years ago
- Deep active inference agents using Monte-Carlo methods☆92Updated 3 months ago
- Deep Successor Representation☆18Updated 7 years ago
- Research of a deep predictive coding model for unsupervised representation learning from video and audio data.☆31Updated 5 years ago
- A library for neuroscience-inspired navigation and decision making research.☆209Updated 8 months ago
- Tutorials on learning and using successor representations.☆53Updated 5 years ago
- Reinforcement Learning through Active Inference☆76Updated 5 years ago
- 🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment☆34Updated 5 years ago
- ☆24Updated 4 years ago
- Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686☆141Updated 4 years ago
- Accompanying code for "Learning and Planning in Average-Reward Markov Decision Processes"☆14Updated 4 years ago
- Predictive coding in Python☆69Updated last year
- Lu, Q., Hasson, U., & Norman, K. A. (2022). A neural network model of when to retrieve and encode episodic memories. eLife☆43Updated 3 years ago
- A short conceptual replication of "Prefrontal cortex as a meta-reinforcement learning system" in Jax.☆17Updated 2 years ago
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)☆18Updated 5 years ago
- Project on Successor Features in Deep Reinforcement Learning and Transfer Learning☆24Updated 7 years ago
- A minimal implementation of Go-Explore without domain knowledge☆15Updated 4 years ago
- The Tensorflow code and a DeepMind Lab wrapper for my article "Meta-Reinforcement Learning" on FloydHub.☆37Updated 6 years ago
- ☆27Updated 4 years ago
- PyTorch implementation of our paper Real-Time Reinforcement Learning (NeurIPS 2019)☆76Updated 5 years ago
- ☆125Updated 2 years ago
- Episodic Control☆21Updated 3 years ago
- ☆26Updated 4 years ago
- Experiment code for testing effect of various action space transformations in reinforcement learning☆30Updated 5 years ago
- Implementation of Bootstrap DQN and Randomized Prior Functions on ALE☆55Updated 6 months ago
- Reproduction of Curiosity-driven Exploration by Self-supervised Prediction in PyTorch☆13Updated 6 years ago
- Code for paper "Successor Uncertainties: Exploration and Uncertainty in Temporal Difference Learning" by David Janz*, Jiri Hron*, Przemys…☆21Updated 2 years ago
- PlaNet: Learning Latent Dynamics for Planning from Pixels☆10Updated 5 years ago
- Code and data for People construct simplified mental representations to plan☆23Updated last year