JuliaAcademy / Decision-Making-Under-UncertaintyLinks
Decision making under uncertainty using the POMDPs.jl ecosystem taught by Robert Moss
☆259Updated last year
Alternatives and similar repositories for Decision-Making-Under-Uncertainty
Users that are interested in Decision-Making-Under-Uncertainty are comparing it to the libraries listed below
Sorting:
- MDPs and POMDPs in Julia - An interface for defining, solving, and simulating fully and partially observable Markov decision processes on…☆724Updated 3 weeks ago
- Julia code for the book Reinforcement Learning An Introduction☆326Updated last year
- Python versions of all typeset code blocks from the book, Algorithms for Decision Making.☆51Updated last year
- Online solver based on Monte Carlo tree search for POMDPs with continuous state, action, and observation spaces.☆56Updated last month
- Problems from Algorithms for Decision Making☆53Updated 7 months ago
- A reinforcement learning package for Julia☆635Updated 5 months ago
- ☆58Updated 3 months ago
- Implementation of the Deep Q-learning algorithm to solve MDPs☆76Updated 7 months ago
- Monte Carlo Tree Search for Markov decision processes using the POMDPs.jl framework☆80Updated 6 months ago
- Experiments for designing tree search algorithms for Continuous POMDPs☆18Updated 4 years ago
- Package for automotive simulation in julia☆29Updated 3 years ago
- All typeset code blocks from the book, Algorithms for Decision Making.☆42Updated 2 years ago
- nonlinear control optimization tool☆112Updated 5 months ago
- Interface for defining discrete and continuous-space MDPs and POMDPs in python. Compatible with the POMDPs.jl ecosystem.☆24Updated 2 years ago
- Julia library for deep reinforcement learning☆63Updated 6 months ago
- A gallery of POMDPs.jl problems☆47Updated 11 months ago
- Rapidly designing and solving differential games in Julia.☆39Updated 2 weeks ago
- Examples and Tutorials for POMDPs.jl☆30Updated 11 months ago
- Julia package for students in Decision Making under Uncertainty☆14Updated 7 months ago
- COSMO: Accelerated ADMM-based solver for convex conic optimisation problems (LP, QP, SOCP, SDP, ExpCP, PowCP). Automatic chordal decompos…☆301Updated last month
- Computing mixed-strategy Nash Equilibria for games involving multiple players☆24Updated 7 months ago
- Belief-state planning for POMDPs using learned approximations☆20Updated 7 months ago
- Algorithms for Decision Making textbook☆540Updated last month
- Codes for the book "Julia Programming for Operations Research"☆197Updated 4 years ago
- The PO-UCT algorithm (aka POMCP) implemented in Julia☆36Updated last month
- QMDP Solvers for POMDPs☆16Updated last year
- provides a Julia wrapper for the PATH Solver for solving mixed complementarity problems☆56Updated 10 months ago
- IJulia notebooks for AA228/CS238 Decision Making Under Uncertainty course at Stanford University☆141Updated 2 years ago
- Abstractions, algorithms, and utilities for reinforcement learning in Julia☆200Updated 3 years ago
- A one-stop package for different reinforcement learning environments☆58Updated 4 years ago