452 citations · 907 across the 16 of their papers we have counts for
Showing 2019 · cs.AIShow all
2 papers · 2 filters
cs.AI2019★ 39 cited
V-MPO: On-Policy Maximum a Posteriori Policy Optimization for Discrete and Continuous Control
H. Francis Song, Abbas Abdolmaleki, Jost Tobias Springenberg +11
Some of the most successful applications of deep reinforcement learning to challenging domains in discrete and continuous control have used policy gradient methods in the on-policy…
cs.AI2019★ 81 cited
Emergent Coordination Through Competition
Siqi Liu, Guy Lever, Josh Merel +3
We study the emergence of cooperative behaviors in reinforcement learning agents by introducing a challenging competitive multi-agent soccer environment with continuous simulated p…