zfountas / deep-active-inference-mcLinks
Deep active inference agents using Monte-Carlo methods
☆92Updated 3 months ago
Alternatives and similar repositories for deep-active-inference-mc
Users that are interested in deep-active-inference-mc are comparing it to the libraries listed below
Sorting:
- Reinforcement Learning through Active Inference☆76Updated 5 years ago
- Code for the paper Deep Active Inference as Variational Policy Gradients.☆25Updated 5 years ago
- 🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment☆34Updated 5 years ago
- ☆26Updated 4 years ago
- Tutorials on learning and using successor representations.☆53Updated 5 years ago
- A repository for major/influential FEP and active inference papers.☆208Updated 4 years ago
- [NeurIPS 2021] Contrastive learning formulation of the active inference framework, for matching visual goal states.☆13Updated last year
- Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686☆140Updated 4 years ago
- Predictive coding in Python☆69Updated last year
- Free Energy Principle and Active Inference tutorials for newbies☆49Updated 4 years ago
- A short conceptual replication of "Prefrontal cortex as a meta-reinforcement learning system" in Jax.☆17Updated 2 years ago
- A library for neuroscience-inspired navigation and decision making research.☆209Updated 8 months ago
- Deep Successor Representation☆18Updated 7 years ago
- PyTorch implementation of Episodic Meta Reinforcement Learning on variants of the "Two-Step" task. Reproduces the results found in three …☆35Updated 4 years ago
- Code and data for People construct simplified mental representations to plan☆23Updated last year
- This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the …☆91Updated 4 years ago
- PAIRED in PyTorch 🔥☆64Updated 2 years ago
- Animal-AI 3☆65Updated 2 years ago
- Codes for the study "Variational Recurrent Models for Solving Partially Observable Control Tasks", published as a conference paper at ICL…☆55Updated 4 years ago
- Python implementation of a Minimal Active Inference Agent☆17Updated 2 years ago
- Partially Observable Process Gym☆200Updated 3 months ago
- Code for the paper "Functional Regularization for Reinforcement Learning via Learned Fourier Features"☆18Updated 3 years ago
- Gridworld for MARL experiments☆142Updated 4 years ago
- ☆41Updated 3 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
- NiceWebRL is a Python library for quickly making human subject experiments that leverage machine reinforcement learning environments.☆68Updated last week
- Models of Sequential Decision-Making☆52Updated 8 months ago
- Recurrent continuous reinforcement learning algorithms implemented in Pytorch.☆51Updated 4 years ago
- A collection of RL algorithms written in JAX.☆104Updated 3 years ago
- Evaluating long-term memory of reinforcement learning algorithms☆147Updated 2 years ago