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researcher

Hebin Liang

4 papers hereh-index 448 citations7 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.AI1
  • cs.CL1

identity via Semantic Scholar / OpenAlex

activity
20232025
most citedRethinking Decision Transformer via Hierarchical Reinforcement Learning

4 citations · 7 across the 4 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2024★ 3 cited

Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback

Yifu Yuan, Jianye Hao, Yi Ma +6

Reinforcement Learning with Human Feedback (RLHF) has received significant attention for performing tasks without the need for costly manual reward design by aligning human prefere…

cs.LG2023★ 4 cited

Rethinking Decision Transformer via Hierarchical Reinforcement Learning

Yi Ma, Chenjun Xiao, Hebin Liang +1

Decision Transformer (DT) is an innovative algorithm leveraging recent advances of the transformer architecture in reinforcement learning (RL). However, a notable limitation of DT…

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