markkho / msdm
Models of Sequential Decision-Making
☆45Updated 3 months ago
Alternatives and similar repositories for msdm:
Users that are interested in msdm are comparing it to the libraries listed below
- Code and data for People construct simplified mental representations to plan☆23Updated last year
- ☆33Updated 8 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 for simulations in "Computational mechanisms of curiosity and goal-directed exploration"☆10Updated 4 years ago
- Code accompanying the paper: Mattar, M. G., & Daw, N. D. (2018). Prioritized memory access explains planning and hippocampal replay. bioR…☆28Updated 6 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
- Mental state inference from observable behavior☆15Updated 3 years ago
- ☆21Updated last year
- Recurrent state-space models for decision making☆30Updated 2 years ago
- 🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment☆34Updated 5 years ago
- ☆23Updated 3 years ago
- Tutorials on learning and using successor representations.☆52Updated 5 years ago
- Flexible modulation of sequence generation in the entorhinal-hippocampal system.☆13Updated 3 years ago
- A collection of user models and parameter estimation methods.☆22Updated last year
- Lu, Q., Hasson, U., & Norman, K. A. (2022). A neural network model of when to retrieve and encode episodic memories. eLife☆41Updated 3 years ago
- Reinforcement learning tutorial☆24Updated 7 years ago
- Official implementation of the δ-model presented in the ICML 2024 paper "A Distributional Analogue to the Successor Representation".☆20Updated 5 months ago
- Reinforcement Learning through Active Inference☆72Updated 4 years ago
- ☆40Updated 2 years ago
- Tutorial material on active Bayesian inference from the Computational Psychiatry Conference in Zurich 2018☆31Updated 4 years ago
- Active inference implementation of dynamic multi-armed bandits☆19Updated last year
- Predictive coding in Python☆65Updated last year
- Python library for easily making web Apps to compare humans and AI☆20Updated this week
- ☆26Updated 4 years ago
- Inverse optimal control for continuous psychophysics☆27Updated last month
- Deep Successor Representation☆17Updated 7 years ago
- A python implementation of active inference for Markov Decision Processes☆9Updated 5 years ago
- A short conceptual replication of "Prefrontal cortex as a meta-reinforcement learning system" in Jax.☆15Updated 2 years ago
- ☆27Updated 5 years ago
- ☆13Updated 2 years ago