All software
e-alphazero
E-AlphaZero: Code underlying the publication: Epistemic Monte Carlo Tree Search
- Epistemic Uncertainty
- MCTS
- Policy Improvement
- + 2
- Markdown
- Other
- Python
emctx
EMCTX: Code underlying the publication: Epistemic Monte Carlo Tree Search
- Epistemic Uncertainty
- Exploration
- Policy Improvement
- + 2
- Automake
- JSON
- large-text-file
- + 5
mpcrl-process
Software underlying publication: Integrated Online Monitoring and Adaption of Process Model Predictive Controllers
- Adaptive Control
- Model predictive control
- Performance monitoring
- + 1
- JSON
- Markdown
- Other
- + 1
Python Code and Data Supporting Chapter 4 of the PhD Thesis: Lyapunov Function-Guided Online Learning Flight Control
Python Code and Data Supporting Chapter 4 of the PhD Thesis: Lyapunov Function-Guided Online Learning Flight Control
- Cascaded structure
- Flight Control
- Lyapunov function
- + 2
QuantumRepeaterChainPolicyRL
Codebase for Reinforcement Learning for Quantum Network Control with Application-Driven Objectives
- non-linear objectives
- policy gradient
- Quantum networking
- + 2
- C++
- Julia
- Jupyter Notebook
- + 6
Source code and data for the experiments presented in Deep Reinforcement Learning for Active Wake Control
Source code and data for the experiments presented in Deep Reinforcement Learning for Active Wake Control
- active wake control
- deep learning
- Reinforcement learning
trtpi
Code underlying the publication: Trust-Region Twisted Policy Improvement
- Autonomous Path-Planning
- deep learning
- Markov decision process
- + 2
- Jupyter Notebook
- Markdown
- Other
- + 3
TSMCTS: Code underlying the publication: Twice Sequential Monte Carlo for Tree Search
TSMCTS: Code underlying the publication: Twice Sequential Monte Carlo for Tree Search
- Policy Improvement
- Reinforcement learning
- Search
- + 2
- Markdown
- Other
- Python
- + 2
viac
VIAC: Code underlying the publication: Value Improved Actor Critic Algorithms
- Policy Improvement
- Reinforcement learning
- Value Improvement
- Markdown
- Python
- YAML
NeuroGym
NeuroGym is a curated collection of neuroscience tasks with a common interface. The goal is to facilitate the training of neural network models on neuroscience tasks.
- deep learning
- Machine learning
- Neuroscience
- + 3
- Python