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20222026
most citedTowards Financially Inclusive Credit Products Through Financial Time Series Clustering

2 citations · 4 across the 10 of their papers we have counts for

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cs.AI2023

Counting Reward Automata: Sample Efficient Reinforcement Learning Through the Exploitation of Reward Function Structure

Tristan Bester, Benjamin Rosman, Steven James +1

We present counting reward automata-a finite state machine variant capable of modelling any reward function expressible as a formal language. Unlike previous approaches, which are…

cs.AI2023

Dynamics Generalisation in Reinforcement Learning via Adaptive Context-Aware Policies

Michael Beukman, Devon Jarvis, Richard Klein +2

While reinforcement learning has achieved remarkable successes in several domains, its real-world application is limited due to many methods failing to generalise to unfamiliar con…