sequential-decision-making-problems

There are 1 repository under sequential-decision-making-problems topic.

MLforHealth / rl_representations
Learning representations for RL in Healthcare under a POMDP assumption
representation-learning reinforcement-learning healthcare sequential-decision-making-problems offline-rl
Language:Jupyter Notebook 45
xkianteb / dril
Disagreement-Regularized Imitation Learning
imitation-learning reinforcement-learning sequential-decision-making-problems
Language:Python 30
Networks-Learning / counterfactual-explanations-mdp
Code for "Counterfactual Explanations in Sequential Decision Making Under Uncertainty", NeurIPS 2021
machine-learning counterfactual-explanations counterfactuals mdp markov-deci cognitive-therapy sequential-decision-making-problems explainable-ai explainable-ml
Language:Jupyter Notebook 13
rebase-energy / enerflow
⚡ Open-source Python framework for modelling sequential decision problems in the energy sector
energy gymnasium python sequential-decision-making-problems openai-gym modelling
Language:Jupyter Notebook 9
duongnhatthang / meta-bandit
Non-stationary Bandits and Meta-Learning with a Small Set of Optimal Arms
bandit meta-learning python3 partial-monitoring sequential-decisions sequential-decision-making-problems multi-task bandit-algorithms meta-bandit
Language:Python 5
amansoni / sdmp
Experiments for a Q-Based Evolutionary Algorithm (QBEA)
ieee evolutionary-algorithm reinforcement-learning-algorithms sequential-decision-making-problems dynamic-optimisation-problems
Language:Java 1
SDMStudio / sdms
Solver and library for POSGs.
reinforcement-learning multi-agent-systems multi-agent-planning planning q-learning hsvi multi-agent-reinforcement-learning solver stochastic-game sdms sequential-decision-making-problems cpp sdm-studio games
Language:C++ 1
Silviatulli / altermax
two-agents setting with minmax planner for counterfactual explanations - Learning from Explanations and Demonstrations: A Pilot Study
explainable-ai minmax qlearning-algorithm sequential-decision-making-problems
Language:Jupyter Notebook 1
Silviatulli / RLhomework
multi-armed bandit, gambler problem, cliff problem and TD learning
multi-armed-bandit cliff-problem td-learning gambler-problem sequential-decision-making-problems
Language:Python 1
karimn / FundingPOMDPs.jl
POMDP for a programs funder and evaluator
decision-making ea funding pomdp sequential-decision-making-problems
Language:Julia 0
Silviatulli / suboptimax
minmax planner for suboptimal explanations - Explainable Agency by Revealing Suboptimality in CHRI Learning Scenarios
catkin chri-learning-scenarios explainable-ai minmax-algorithm pynaoqi-sdk ros-melodic sequential-decision-making-problems
Language:Python 0
Danielhp95 / taller-mcts-coruna
Workshop for A Corunha in MCTS
reinforcement-learning sequential-monte-carlo sequential-decision-making-problems connect-four mcts
Language:Python
vipul43 / CS2180_AI_LAB
cs2180 course artificial intelligence lab sessions
numpy ai bigram-model probability-distribution k-means-clustering k-nearest-neighbours perceptron gradient-descent linear-regression logistic-regression bfs-search dfs-search astar-search-algorithm sequential-decision-making-problems sequential-prediction
Language:Jupyter Notebook