Dong Tian

Transformer critic boosts reinforcement learning for long-horizon tasks

Researchers have developed a new sequence-conditioned critic for Soft Actor-Critic (SAC) that uses a lightweight Transformer to model trajectory context. This approach integrates N-step returns without importance sampli…