deep reinforcement learning

903 papers

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Also known as

DRQN DEEP RL DDQ DQN DRL DRL NULL DRL OR NULL DQFD RL

Co-occurring keywords

reinforcement learning (4122) policy learning (699) sample efficiency (469) neural network (6616) continuous control (246) multi-agent system (1743) policy gradient (518) policy optimization (630) value function (294) off-policy learning (227)

Papers

Towards Safe Reinforcement Learning via OOD Dynamics Detection in Autonomous Driving System (Student Abstract) AAAI 2023

AlphaSnake: Policy Iteration on a Nondeterministic NP-Hard Markov Decision Process (Student Abstract) AAAI 2023

Scalable Negotiating Agent Strategy via Multi-Issue Policy Network (Student Abstract) AAAI 2023

VA-learning as a more efficient alternative to Q-learning ICML 2023

Convergence of Actor-Critic with Multi-Layer Neural Networks NIPS 2023

STL-Based Synthesis of Feedback Controllers Using Reinforcement Learning AAAI 2023

Representations and Exploration for Deep Reinforcement Learning using Singular Value Decomposition ICML 2023

Know Your Enemy: Identifying Adversarial Behaviours in Deep Reinforcement Learning Agents (Student Abstract) AAAI 2023

Anti-drifting Feature Selection via Deep Reinforcement Learning (Student Abstract) AAAI 2023

Frustratingly Easy Regularization on Representation Can Boost Deep Reinforcement Learning CVPR 2023

Chat2Map: Efficient Scene Mapping From Multi-Ego Conversations CVPR 2023

Hyperparameters in Reinforcement Learning and How To Tune Them ICML 2023

End-to-End Deep Reinforcement Learning for Conversation Disentanglement AAAI 2023

Value-Consistent Representation Learning for Data-Efficient Reinforcement Learning AAAI 2023

Planning and Learning with Adaptive Lookahead AAAI 2023

Reward-Based Negotiating Agent Strategies AAAI 2023

Posterior Sampling for Deep Reinforcement Learning ICML 2023

Large-State Reinforcement Learning for Hyper-Heuristics AAAI 2023

Critical Firms Prediction for Stemming Contagion Risk in Networked-Loans through Graph-Based Deep Reinforcement Learning AAAI 2023

Pointerformer: Deep Reinforced Multi-Pointer Transformer for the Traveling Salesman Problem AAAI 2023

Reinforced Approximate Exploratory Data Analysis AAAI 2023

Adversarial Robust Deep Reinforcement Learning Requires Redefining Robustness AAAI 2023

An Efficient Deep Reinforcement Learning Algorithm for Solving Imperfect Information Extensive-Form Games AAAI 2023

Why Target Networks Stabilise Temporal Difference Methods ICML 2023

Learning Pessimism for Reinforcement Learning AAAI 2023