Learning representations for RL in Healthcare under a POMDP assumption

⚡ Open-source Python framework for modelling sequential decision problems in the energy sector

Disagreement-Regularized Imitation Learning

Code for "Counterfactual Explanations in Sequential Decision Making Under Uncertainty", NeurIPS 2021

Non-stationary Bandits and Meta-Learning with a Small Set of Optimal Arms

Solver and library for POSGs.

Experiments for a Q-Based Evolutionary Algorithm (QBEA)

multi-armed bandit, gambler problem, cliff problem and TD learning

two-agents setting with minmax planner for counterfactual explanations - Learning from Explanations and Demonstrations: A Pilot Study

minmax planner for suboptimal explanations - Explainable Agency by Revealing Suboptimality in CHRI Learning Scenarios

Workshop for A Corunha in MCTS

POMDP for a programs funder and evaluator

cs2180 course artificial intelligence lab sessions