Felix Berkenkamp

Results 6 repositories owned by Felix Berkenkamp

safe_learning

214
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61
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Safe reinforcement learning with stability guarantees

safe-exploration

83
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20
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Safe Exploration with MPC and Gaussian process models

lyapunov-learning

34
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14
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Safe learning of regions of attraction in uncertain, nonlinear systems with Gaussian processes

Safe-RL-Benchmark

21
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5
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A library to benchmark reinforcement learning algorithms

SafeMDP

37
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7
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Safe exploration in Markov Decision Processes