most citedOffline Actor-Critic Reinforcement Learning Scales to Large Models

2 citations · 3 across the 4 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2024★ 2 cited

Offline Actor-Critic Reinforcement Learning Scales to Large Models

Jost Tobias Springenberg, Abbas Abdolmaleki, Jingwei Zhang +9

We show that offline actor-critic reinforcement learning can scale to large models - such as transformers - and follows similar scaling laws as supervised learning. We find that of…

cs.LG2023

Policy composition in reinforcement learning via multi-objective policy optimization

Shruti Mishra, Ankit Anand, Jordan Hoffmann +4

We enable reinforcement learning agents to learn successful behavior policies by utilizing relevant pre-existing teacher policies. The teacher policies are introduced as objectives…