conftrace_

safety constraint

69 papers

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Co-occurring keywords

safe reinforcement learning (120) policy optimization (657) constraint satisfaction (294) safe exploration (47) regret bound (1926) markov decision process (790) reinforcement learning (4352) constrained markov decision process (56) gaussian process (1200) constrained optimization (281)

Papers

Multi-Objective SPIBB: Seldonian Offline Policy Improvement with Safety Constraints in Finite MDPs NIPS 2021
Regret Bound for Safe Gaussian Process Bandit Optimization L4DC 2020
Contextual Constrained Learning for Dose-Finding Clinical Trials AISTATS 2020
Querying to Find a Safe Policy under Uncertain Safety Constraints in Markov Decision Processes AAAI 2020
Stage-wise Conservative Linear Bandits NIPS 2020
Safe Linear Stochastic Bandits AAAI 2020
Safe Reinforcement Learning in Constrained Markov Decision Processes ICML 2020
Learning for Dose Allocation in Adaptive Clinical Trials with Safety Constraints ICML 2020
Linear Stochastic Bandits Under Safety Constraints NIPS 2019
Budgeted Reinforcement Learning in Continuous State Space NIPS 2019
Convergent Policy Optimization for Safe Reinforcement Learning NIPS 2019
Multi-Robot Planning Under Uncertain Travel Times and Safety Constraints IJCAI 2019
Stagewise Safe Bayesian Optimization with Gaussian Processes ICML 2018
Safe Active Learning for Time-Series Modeling with Gaussian Processes NIPS 2018
Constrained Policy Optimization ICML 2017
Conservative Contextual Linear Bandits NIPS 2017
Safe Exploration in Finite Markov Decision Processes with Gaussian Processes NIPS 2016
A Comprehensive Survey on Safe Reinforcement Learning JMLR 2015
Safe Exploration for Optimization with Gaussian Processes ICML 2015