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deep reinforcement learning

903 papers

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Also known as

DEEP RL DRL

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