ucbtns / daiLinks
🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment
☆34Updated 5 years ago
Alternatives and similar repositories for dai
Users that are interested in dai are comparing it to the libraries listed below
Sorting:
- Reinforcement Learning through Active Inference☆77Updated 5 years ago
- Deep active inference agents using Monte-Carlo methods☆95Updated 5 months ago
- Code for the paper Deep Active Inference as Variational Policy Gradients.☆26Updated 5 years ago
- Code and data for People construct simplified mental representations to plan☆23Updated 2 years ago
- ☆26Updated 4 years ago
- Tutorials on learning and using successor representations.☆54Updated 6 years 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 …☆36Updated 4 years ago
- A repository for major/influential FEP and active inference papers.☆212Updated 4 years ago
- Animal-AI 3☆65Updated 2 years ago
- ☆41Updated 3 years ago
- Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686☆145Updated 4 years ago
- [NeurIPS 2021] Contrastive learning formulation of the active inference framework, for matching visual goal states.☆13Updated last year
- Repository for "Learning action-oriented models through active inference"☆12Updated 5 years ago
- Implementation of the two-step-task as described in "Prefrontal cortex as a meta-reinforcement learning system" and "Learning to Reinforc…☆59Updated 6 years ago
- Models of Sequential Decision-Making☆52Updated 10 months ago
- Few-shot Bayesian Imitation Learning with Policies as Logic over Programs☆20Updated last month
- This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the …☆92Updated 4 years ago
- A short conceptual replication of "Prefrontal cortex as a meta-reinforcement learning system" in Jax.☆17Updated 2 years ago
- Code for the paper "Gamma-Models: Generative Temporal Difference Learning for Infinite-Horizon Prediction"☆44Updated 2 years ago
- Implementation of the Option-Critic Architecture☆40Updated 6 years ago
- Successor Options is an option discovery framework for Reinforcement Learning☆14Updated last year
- Animal-AI supports interdisciplinary research to help better understand human, animal, and artificial cognition.☆82Updated last month
- Supplementary scripts for Step-by-step active inference modelling tutorial☆123Updated last year
- Code for simulations in "Computational mechanisms of curiosity and goal-directed exploration"☆10Updated 5 years ago
- Implementation of the Model-Based Meta-Policy-Optimization (MB-MPO) algorithm☆44Updated 7 years ago
- Predictive coding in Python☆69Updated last year
- Library to compare and evaluate reward functions☆67Updated 2 years ago
- This repository contains code for the method and experiments of the paper "Learning with AMIGo: Adversarially Motivated Intrinsic Goals".☆64Updated 2 years ago
- ☆14Updated 3 years ago