39 citations · 198 across the 21 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
stat.ML2022★ 1 cited
Generalised Policy Improvement with Geometric Policy Composition
Shantanu Thakoor, Mark Rowland, Diana Borsa +3
We introduce a method for policy improvement that interpolates between the greedy approach of value-based reinforcement learning (RL) and the full planning approach typical of mode…
cs.LG2022★ 1 cited
Selective Credit Assignment
Veronica Chelu, Diana Borsa, Doina Precup +1
Efficient credit assignment is essential for reinforcement learning algorithms in both prediction and control settings. We describe a unified view on temporal-difference algorithms…