conftrace_

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

Delay-Adapted Policy Optimization and Improved Regret for Adversarial MDP with Delayed Bandit Feedback ICML 2023

Emergence of Adaptive Circadian Rhythms in Deep Reinforcement Learning ICML 2023

Understanding Plasticity in Neural Networks ICML 2023

Adaptive Ordered Information Extraction with Deep Reinforcement Learning ACL 2023

Social learning spontaneously emerges by searching optimal heuristics with deep reinforcement learning ICML 2023

Detecting Adversarial Directions in Deep Reinforcement Learning to Make Robust Decisions ICML 2023

Discovering Object-Centric Generalized Value Functions From Pixels ICML 2023

GeoDRL: A Self-Learning Framework for Geometry Problem Solving using Reinforcement Learning in Deductive Reasoning ACL 2023

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

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

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

Hyperparameters in Reinforcement Learning and How To Tune Them ICML 2023

Deep Laplacian-based Options for Temporally-Extended Exploration ICML 2023

Model-based Reinforcement Learning with Scalable Composite Policy Gradient Estimators ICML 2023

Posterior Sampling for Deep Reinforcement Learning ICML 2023

Abstract then Play: A Skill-centric Reinforcement Learning Framework for Text-based Games ACL 2023

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

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

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

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

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

Safety Aware Neural Pruning for Deep Reinforcement Learning (Student Abstract) AAAI 2023

Causal Deep Reinforcement Learning Using Observational Data IJCAI 2023

Deep Reinforcement Learning for Two-sided Online Bipartite Matching in Collaborative Order Picking ACML 2023

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