deep reinforcement learning

Adversarial Robust Deep Reinforcement Learning Requires Redefining Robustness AAAI 2023 A Long N-step Surrogate Stage Reward for Deep Reinforcement Learning NeurIPS 2023 AlphaD3M: An Open-Source AutoML Library for Multiple ML Tasks AutoML 2023 AlphaSnake: Policy Iteration on a Nondeterministic NP-Hard Markov Decision Process (Student Abstract) AAAI 2023 An Efficient Deep Reinforcement Learning Algorithm for Solving Imperfect Information Extensive-Form Games AAAI 2023 Anti-drifting Feature Selection via Deep Reinforcement Learning (Student Abstract) AAAI 2023 A Risk-Sensitive Approach to Policy Optimization AAAI 2023 A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning JMLR 2023 Automatic Intrinsic Reward Shaping for Exploration in Deep Reinforcement Learning ICML 2023 BIRD: Generalizable Backdoor Detection and Removal for Deep Reinforcement Learning NeurIPS 2023 Boosting Verification of Deep Reinforcement Learning via Piece-Wise Linear Decision Neural Networks NeurIPS 2023 Bridging RL Theory and Practice with the Effective Horizon NeurIPS 2023 Causal Deep Reinforcement Learning Using Observational Data IJCAI 2023 Chat2Map: Efficient Scene Mapping From Multi-Ego Conversations CVPR 2023 Computing Optimal Equilibria and Mechanisms via Learning in Zero-Sum Extensive-Form Games NeurIPS 2023 Controlling Neural Style Transfer with Deep Reinforcement Learning IJCAI 2023 Convergence of Actor-Critic with Multi-Layer Neural Networks NeurIPS 2023 Co-optimization of Morphology and Behavior of Modular Robots via Hierarchical Deep Reinforcement Learning RSS 2023 CORL: Research-oriented Deep Offline Reinforcement Learning Library NeurIPS 2023 Critical Firms Prediction for Stemming Contagion Risk in Networked-Loans through Graph-Based Deep Reinforcement Learning AAAI 2023 CT-DQN: Control-Tutored Deep Reinforcement Learning L4DC 2023 DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization NeurIPS 2023 Deep Laplacian-based Options for Temporally-Extended Exploration ICML 2023 Deep Reinforcement Learning for Two-sided Online Bipartite Matching in Collaborative Order Picking ACML 2023 Deep Reinforcement Learning with Plasticity Injection NeurIPS 2023