Jiangcheng Zhu
5 papers · 2021–2023 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(14)
Conferences
ICLR (2)
AAAI (1)
CORL (1)
NIPS (1)
Top co-authors
Keywords
multi-agent reinforcement learning
(1)
imitation learning
(1)
policy learning
(1)
model-based reinforcement learning
(1)
safe reinforcement learning
(1)
markov game
(1)
sparse reward
(1)
cooperative multi-agent
(1)
reward shaping
(1)
agent specialization
(1)
starcraft ii
(1)
switching control
(1)
human intervention
(1)
catastrophe avoidance
(1)
subtask assignment
(1)
Papers
Learning to Shape Rewards Using a Game of Two Partners
AAAI 2023
Learnable Behavior Control: Breaking Atari Human World Records via Sample-Efficient Behavior Selection
ICLR 2023
LDSA: Learning Dynamic Subtask Assignment in Cooperative Multi-Agent Reinforcement Learning
NIPS 2022
LIGS: Learnable Intrinsic-Reward Generation Selection for Multi-Agent Learning
ICLR 2022
Look Before You Leap: Safe Model-Based Reinforcement Learning with Human Intervention
CORL 2021