Picture for Thiago D. Simão

Thiago D. Simão

Pessimistic Iterative Planning for Robust POMDPs

Add code
Aug 16, 2024
Figure 1 for Pessimistic Iterative Planning for Robust POMDPs
Figure 2 for Pessimistic Iterative Planning for Robust POMDPs
Figure 3 for Pessimistic Iterative Planning for Robust POMDPs
Figure 4 for Pessimistic Iterative Planning for Robust POMDPs
Viaarxiv icon

Maintenance Strategies for Sewer Pipes with Multi-State Degradation and Deep Reinforcement Learning

Add code
Jul 17, 2024
Figure 1 for Maintenance Strategies for Sewer Pipes with Multi-State Degradation and Deep Reinforcement Learning
Figure 2 for Maintenance Strategies for Sewer Pipes with Multi-State Degradation and Deep Reinforcement Learning
Figure 3 for Maintenance Strategies for Sewer Pipes with Multi-State Degradation and Deep Reinforcement Learning
Figure 4 for Maintenance Strategies for Sewer Pipes with Multi-State Degradation and Deep Reinforcement Learning
Viaarxiv icon

Factored Online Planning in Many-Agent POMDPs

Add code
Dec 22, 2023
Viaarxiv icon

Robust Active Measuring under Model Uncertainty

Add code
Dec 18, 2023
Figure 1 for Robust Active Measuring under Model Uncertainty
Figure 2 for Robust Active Measuring under Model Uncertainty
Figure 3 for Robust Active Measuring under Model Uncertainty
Figure 4 for Robust Active Measuring under Model Uncertainty
Viaarxiv icon

Reinforcement Learning by Guided Safe Exploration

Add code
Jul 26, 2023
Viaarxiv icon

More for Less: Safe Policy Improvement With Stronger Performance Guarantees

Add code
May 13, 2023
Figure 1 for More for Less: Safe Policy Improvement With Stronger Performance Guarantees
Figure 2 for More for Less: Safe Policy Improvement With Stronger Performance Guarantees
Figure 3 for More for Less: Safe Policy Improvement With Stronger Performance Guarantees
Figure 4 for More for Less: Safe Policy Improvement With Stronger Performance Guarantees
Viaarxiv icon

Act-Then-Measure: Reinforcement Learning for Partially Observable Environments with Active Measuring

Add code
Mar 14, 2023
Viaarxiv icon

Decision-Making Under Uncertainty: Beyond Probabilities

Add code
Mar 10, 2023
Viaarxiv icon

Safe Policy Improvement for POMDPs via Finite-State Controllers

Add code
Jan 12, 2023
Viaarxiv icon

Robust Anytime Learning of Markov Decision Processes

Add code
May 31, 2022
Figure 1 for Robust Anytime Learning of Markov Decision Processes
Figure 2 for Robust Anytime Learning of Markov Decision Processes
Figure 3 for Robust Anytime Learning of Markov Decision Processes
Figure 4 for Robust Anytime Learning of Markov Decision Processes
Viaarxiv icon