FPMCO decomposes multi-constraint RL into KL-projection sub-problems, achieving higher reward with lower computing than second-order rivals on the new SCIG robotics benchmark.
DeepSeek’s latest training research arrives at a moment when the cost of building frontier models is starting to choke off ...