دنبال کردن
Thiago D. Simão
عنوان
نقل شده توسط
نقل شده توسط
سال
WCSAC: Worst-Case Soft Actor Critic for Safety-Constrained Reinforcement Learning‏
Q Yang, TD Simão, SH Tindemans, MTJ Spaan‏
AAAI, 10639-10646, 2021‏
1512021
AlwaysSafe: Reinforcement learning without safety constraint violations during training‏
TD Simão, N Jansen, MTJ Spaan‏
AAMAS, 1226-1235, 2021‏
532021
Safety-constrained reinforcement learning with a distributional safety critic‏
Q Yang, TD Simão, SH Tindemans, MTJ Spaan‏
Machine Learning 112 (3), 859-887, 2023‏
492023
Safe Policy Improvement with Baseline Bootstrapping in Factored Environments‏
TD Simão, MTJ Spaan‏
AAAI, 4967-4974, 2019‏
342019
Safe Policy Improvement with an Estimated Baseline Policy‏
TD Simão, R Laroche, R Tachet des Combes‏
AAMAS, 1269-1277, 2020‏
32*2020
Robust anytime learning of Markov decision processes‏
M Suilen, TD Simão, D Parker, N Jansen‏
NeurIPS, 28790-28802, 2022‏
302022
Reinforcement Learning by Guided Safe Exploration‏
Q Yang, TD Simão, N Jansen, SH Tindemans, MTJ Spaan‏
ECAI, 2858-2865, 2023‏
18*2023
Decision-making under uncertainty: beyond probabilities: Challenges and perspectives‏
T Badings, TD Simão, M Suilen, N Jansen‏
International Journal on Software Tools for Technology Transfer 25 (3), 375-391, 2023‏
162023
Safe Reinforcement Learning From Pixels Using a Stochastic Latent Representation‏
Y Hogewind, TD Simão, T Kachman, N Jansen‏
ICLR, 2023‏
162023
Safe policy improvement for POMDPs via finite-state controllers‏
TD Simão, M Suilen, N Jansen‏
AAAI, 15109-15117, 2023‏
132023
Act-then-measure: reinforcement learning for partially observable environments with active measuring‏
M Krale, TD Simão, N Jansen‏
ICAPS, 212-220, 2023‏
112023
A Modern Perspective on Safe Automated Driving for Different Traffic Dynamics Using Constrained Reinforcement Learning‏
D Kamran, TD Simão, Q Yang, CT Ponnambalam, J Fischer, MTJ Spaan, ...‏
ITSC, 4017-4023, 2022‏
112022
Structure Learning for Safe Policy Improvement‏
TD Simão, MTJ Spaan‏
IJCAI, 3453-3459, 2019‏
92019
Scalable Safe Policy Improvement via Monte Carlo Tree Search‏
A Castellini, F Bianchi, E Zorzi, TD Simão, A Farinelli, MTJ Spaan‏
ICML, 3732-3756, 2023‏
82023
Recursive small-step multi-agent A* for dec-POMDPs‏
W Koops, N Jansen, S Junges, TD Simão‏
IJCAI, 5402-5410, 2023‏
72023
More for Less: Safe Policy Improvement With Stronger Performance Guarantees‏
P Wienhöft, M Suilen, TD Simão, C Dubslaff, C Baier, N Jansen‏
IJCAI, 4406-4415, 2023‏
62023
When a Robot Reaches Out for Human Help‏
I Andrés, LN de Barros, DD Mauá, TD Simão‏
Ibero-American Conference on Artificial Intelligence, 277-289, 2018‏
32018
Maintenance Strategies for Sewer Pipes with Multi-State Degradation and Deep Reinforcement Learning‏
LA Jimenez-Roa, TD Simão, Z Bukhsh, T Tinga, H Molegraaf, N Jansen, ...‏
PHM Society European Conference 8 (1), 14-14, 2024‏
22024
Factored Online Planning in Many-Agent POMDPs‏
MFL Galesloot, TD Simao, S Junges, N Jansen‏
AAAI, 17407-17415, 2024‏
22024
Risk-aware curriculum generation for heavy-tailed task distributions‏
C Koprulu, TD Simão, N Jansen, U Topcu‏
UAI, 1132-1142, 2023‏
22023
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20