Apr 27, 2021：
One paper accepted by IEEE Transaction on Smart Grid 2021: " Vulnerability Assessment of Deep Reinforcement Learning Models for Power System Topology Optimization"

Jan 1, 2021：
One paper accepted by ICSE 2021: " Automatic Web Testing using Curiosity-Driven Reinforcement Learning"

Dec 4, 2020：
Three papers accepted by AAAI 2021: "Foresee then Evaluate: Decomposing Value Estimation with Latent Future Prediction","Towards Effective Context for Meta-Reinforcement Learning: an Approach based on Contrastive Learning","Addressing Action Oscillations through Learning Policy Inertia"

Sep 30, 2020：
One paper accepted by NeurIPS 2020: "Learning to Utilize Shaping Rewards: A New Approach of Reward Shaping"

Jun 3, 2020：
Two papers accepted by ICML 2020: "Dynamic Knapsack Optimization Towards Efficient Multi-Channel Sequential Advertising","Q-value Path Decomposition for Deep Multiagent Reinforcement Learning"

Apr 21, 2020：
Five papers accepted by IJCAI 2020:
"Learning to Accelerate Heuristic Searching for Large-Scale MaximumWeighted b-Matching Problems in Online Advertising",
"Efficient Deep Reinforcement Learning via Adaptive Policy Transfer ",
" Generating Behavior-Diverse Game AIs with Evolutionary Multi-Objectives Deep Reinforcement Learning",
" Triple-GAIL: A Multi-Modal Imitation Learning Framework with Generative Adversarial Nets"，
"KoGuN: Accelerating Deep Reinforcement Learning via Integrating Human Suboptimal Knowledge"

Jan 16, 2020：
Two papers accepted by AAMAS 2020: "Efficient Deep Reinforcement Learning through Policy Transfer ","Mastering Basketball with Deep Reinforcement Learning: An Integrated Curriculum Training Approach"

Dec 23, 2019：
One paper accepted by ICLR 2020: " Action Semantics Network: Considering the Effects of Actions in Multiagent Systems"

Dec 8, 2019：
Four papers accepted by AAAI 2020:" Neighborhood Cognition Consistent Multi-Agent Reinforcement Learning","From Few to More: Large-scale Dynamic Multiagent Curriculum Learning","Multi-Agent Game Abstraction via Graph Attention Neural Network","Continuous Multiagent Control using Collective Behavior Entropy for Large-Scale Home Energy Management"