fiezt / Reinforcement-Learning
Reinforcement Learning Algorithms
☆9Updated 7 years ago
Alternatives and similar repositories for Reinforcement-Learning:
Users that are interested in Reinforcement-Learning are comparing it to the libraries listed below
- Code for simulations in "Computational mechanisms of curiosity and goal-directed exploration"☆10Updated 4 years ago
- A toolbox for inference of mixture models☆16Updated last year
- Tree-structured recurrent switching linear dynamical systems☆36Updated 4 years ago
- 🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment☆34Updated 5 years ago
- Active inference implementation of dynamic multi-armed bandits☆19Updated last year
- Code for our AAMAS 2020 paper: "A Story of Two Streams: Reinforcement Learning Models from Human Behavior and Neuropsychiatry".☆27Updated last year
- Code for ICML 2019 paper on "Fast and Simple Natural-Gradient Variational Inference with Mixture of Exponential-family Approximations"☆18Updated 4 years ago
- Deep Adaptive Design: Amortizing Sequential Bayesian Experimental Design☆31Updated 3 years ago
- A Python library for reinforcement learning using Bayesian approaches☆54Updated 9 years ago
- Gaussian process regression + automatical model selection for logitudinal -omics data☆21Updated 4 years ago
- Code for "Learning Inductive Biases with Simple Neural Networks" (Feinman & Lake, 2018).☆21Updated 6 years ago
- A Tutorial on Deep Reinforcement Learning in PyTorch☆31Updated last year
- Bayes-Adaptive Monte-Carlo Planning algorithm☆16Updated 12 years ago
- Python and MATLAB code for Stein Variational sampling methods☆25Updated 5 years ago
- AA120Q Course Materials☆28Updated 2 months ago
- Recurrent state-space models for decision making☆30Updated 2 years ago
- LaTeX source code for the slides☆23Updated 3 years ago
- Models of Sequential Decision-Making☆45Updated 2 months 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
- PyTorch implementation of AVF☆45Updated 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
- Structural Causal Bandit☆24Updated 3 years ago
- Contains all materials for the paper "A counterfactual simulation model of causal judgment".☆24Updated 3 years ago
- Neural Optimal Feedback Control☆11Updated 3 years ago
- ☆12Updated 9 years ago
- Implementation of the two-step-task as described in "Prefrontal cortex as a meta-reinforcement learning system" and "Learning to Reinforc…☆57Updated 6 years ago
- Project on Causal Machine learning CS 7290☆16Updated 5 years ago
- Companion code to "Learning Stable Deep Dynamics Models" (Manek and Kolter, 2019)☆33Updated 5 years ago
- Website for a doctoral course on Dynamic Optimization☆19Updated last year
- neuronal message passing☆17Updated 6 years ago