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Yingfeng Chen

22 papers · 2019–2026 · 6 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+10 more ↓ πŸ—ΊοΈ Taxonomy Completionist (28) 🌍 Conference Polyglot Β· Silver πŸƒ Academic Marathon Β· Sprint πŸŒ‰ Interdisciplinary Bridge Β· Silver 🐣 Hot Topic Early Bird
πŸ”¬ Deep Specialist (11) 🧬 Topic Evolution πŸ† Grand Slam 🀝 Dynamic Duo (16) πŸ‘‘ Triple Crown ⚑ Prolific Year Β· Productive πŸ”₯ Unstoppable Β· Bronze πŸ’Ž Century Club Β· Bronze 🌈 Renaissance Researcher (5) πŸ—ƒοΈ Keyword Collector (104)

Venues

IJCAI (8) NeurIPS (4) AAAI (3) ICLR (3) EMNLP (2) ICML (2)

Top co-authors

Changjie Fan (16) Yujing Hu (12) Jianye Hao (10) Weixun Wang (5) Yang Gao (4) Tianpei Yang (4) Zhaopeng Meng (3) Chen Gao (3) YAN ZHENG (3) Yong Liu (3)

Research topics

Reinforcement Learning (16) Methods (16) Artificial Intelligence (13) Core AI (9) Machine Learning (8) Learning Types Β· Machine Learning (7) Deep Learning (5) Learning Paradigms (4) Learning Types Β· Deep Learning (4) Applications Β· Reinforcement Learning (3) Interdisciplinary (1) Mathematics & Optimization (1) Natural Language Processing (1) Applications Β· Natural Language Processing (1) Architectures (1)

Keywords

multi-agent reinforcement learning (6) deep reinforcement learning (6) sample efficiency (4) multi-agent system (3) reinforcement learning (2) policy optimization (2) llm agent (2) intrinsic reward (2) option learning (2) behavioral diversity (2) exploration policy (2) policy transfer (2) imitation learning (2) deep neural network (2) centralized training (2) knowledge transfer (1) curriculum learning (1) hierarchical planning (1) game artificial intelligence (1) state abstraction (1)

Papers

AirCopBench: A Benchmark for Multi-drone Collaborative Embodied Perception and Reasoning AAAI 2026 CityEQA: A Hierarchical LLM Agent on Embodied Question Answering Benchmark in City Space EMNLP 2025 PychoAgent: Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events EMNLP 2025 EUCLID: Towards Efficient Unsupervised Reinforcement Learning with Multi-choice Dynamics Model ICLR 2023 Neural Episodic Control with State Abstraction ICLR 2023 A Closed-Loop Perception, Decision-Making and Reasoning Mechanism for Human-Like Navigation IJCAI 2022 An Efficient Transfer Learning Framework for Multiagent Reinforcement Learning NeurIPS 2021 Episodic Multi-agent Reinforcement Learning with Curiosity-driven Exploration NeurIPS 2021 MetaCURE: Meta Reinforcement Learning with Empowerment-Driven Exploration ICML 2021 Reward-Constrained Behavior Cloning IJCAI 2021 Towards Unifying Behavioral and Response Diversity for Open-ended Learning in Zero-sum Games NeurIPS 2021 Action Semantics Network: Considering the Effects of Actions in Multiagent Systems ICLR 2020 Efficient Deep Reinforcement Learning via Adaptive Policy Transfer IJCAI 2020 From Few to More: Large-Scale Dynamic Multiagent Curriculum Learning AAAI 2020 Generating Behavior-Diverse Game AIs with Evolutionary Multi-Objective Deep Reinforcement Learning IJCAI 2020 Generative Adversarial Imitation Learning from Failed Experiences (Student Abstract) AAAI 2020 Learning to Utilize Shaping Rewards: A New Approach of Reward Shaping NeurIPS 2020 Q-value Path Decomposition for Deep Multiagent Reinforcement Learning ICML 2020 Deep Multi-Agent Reinforcement Learning with Discrete-Continuous Hybrid Action Spaces IJCAI 2019 Explicitly Coordinated Policy Iteration IJCAI 2019 Reinforcement Learning Experience Reuse with Policy Residual Representation IJCAI 2019 Value Function Transfer for Deep Multi-Agent Reinforcement Learning Based on N-Step Returns IJCAI 2019