Efficient and scalable methods for deep reinforcement learning by Farquhar, G

Loaded DiCE: Trading off bias and variance in any-order score function gradient estimators for reinforcement learning by Farquhar, G, Whiteson, S, Foerster, J

TreeQN and ATreeC: differentiable tree planning for deep reinforcement learning by Farquhar, G, Rocktaeschel, T, Igl, M, Whiteson, S

Weighted QMIX: Expanding monotonic value function factorisation for deep multi−agent reinforcement learning by Rashid, T, Farquhar, G, Peng, B, Whiteson, S

A mathematical model of pan evaporation under steady state conditions by Lim, W, Roderick, M, Farquhar, G

Counterfactual multi−agent policy gradients by Foerster, J, Farquhar, G, Afouras, T, Nardelli, N, Whiteson, S

Transient non−stationarity and generalisation in deep reinforcement learning by Igl, M, Farquhar, G, Luketina, J, Boehmer, W, Whiteson, S

Growing action spaces by Farquhar, G, Gustafson, L, Lin, Z, Whiteson, S, Usunier, N, Synnaeve, G

Stabilising experience replay for deep multi-agent reinforcement learning by Foerster, J, Nardelli, N, Farquhar, G, Torr, P, Kohli, P, Whiteson, S

A baseline for any order gradient estimation in stochastic computation graphs by Mao, J, Foerster, J, Rocktaschel, T, Al-Shedivat, M, Farquhar, G, Whiteson, S

DiCE: The infinitely differentiable Monte Carlo estimator by Foerster, J, Farquhar, G, Al-Shedivat, M, Rocktäschel, T, Xing, E, Whiteson, S

QMIX: Monotonic value function factorisation for deep multi-agent reinforcement learning by Rashid, T, Samvelyan, M, Schroeder de Witt, C, Farquhar, G, Foerster, J, Whiteson, S

Monotonic value function factorisation for deep multi-agent reinforcement learning by Rashid, T, Samvelyan, M, Schröder de Witt, C, Farquhar, G, Foerster, JN, Whiteson, S

Multi-agent common knowledge reinforcement learning by de Witt, C, Foerster, J, Farquhar, G, Torr, PHS, Boehmer, W, Whiteson, S

A survey of reinforcement learning informed by natural language by Luketina, J, Nardelli, N, Farquhar, G, Foerster, J, Andreas, J, Grefenstette, E, Whiteson, S, Rocktäschel, T

Opportunistic experiments to constrain aerosol effective radiative forcing by Christensen, MW, Gettelman, A, Cermak, J, Dagan, G, Diamond, M, Douglas, A, Feingold, G, Glassmeier, F, Goren, T, Grosvenor, DP, Gryspeerdt, E, Kahn, R, Li, Z, Ma, P-L, Malavelle, F, McCoy, IL, McCoy, DT, McFarquhar, G, Mülmenstädt, J, Pal, S, Possner, A, Povey, A, Quaas, J, Rosenfeld, D, Schmidt, A, Schrödner, R, Sorooshian, A, Stier, P, Toll, V, Watson-Parris, D, Wood, R, Yang, M, Yuan, T