conftrace_
← Keywords

deep reinforcement learning

903 papers

Explore in graph

Also known as

DEEP RL DRL 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

RL-SeqISP: Reinforcement Learning-Based Sequential Optimization for Image Signal Processing AAAI 2024
The Ladder in Chaos: Improving Policy Learning by Harnessing the Parameter Evolving Path in A Low-dimensional Space NIPS 2024
i-Rebalance: Personalized Vehicle Repositioning for Supply Demand Balance AAAI 2024
Contextual Pre-planning on Reward Machine Abstractions for Enhanced Transfer in Deep Reinforcement Learning AAAI 2024
Cheaper and Faster: Distributed Deep Reinforcement Learning with Serverless Computing AAAI 2024
Enhancing Robustness in Deep Reinforcement Learning: A Lyapunov Exponent Approach NIPS 2024
RLtools: A Fast, Portable Deep Reinforcement Learning Library for Continuous Control JMLR 2024
RGMDT: Return-Gap-Minimizing Decision Tree Extraction in Non-Euclidean Metric Space NIPS 2024
SOCIALGYM 2.0: Simulator for Multi-Robot Learning and Navigation in Shared Human Spaces AAAI 2024
Balanced reward-inspired reinforcement learning for autonomous vehicle racing L4DC 2024
Test Where Decisions Matter: Importance-driven Testing for Deep Reinforcement Learning NIPS 2024
MIM-Reasoner: Learning with Theoretical Guarantees for Multiplex Influence Maximization AISTATS 2024
World Models for General Surgical Grasping RSS 2024
Evaluating Transformer-Enhanced Deep Reinforcement Learning for Speech Emotion Recognition INTERSPEECH 2024
Deep Reinforcement Learning for Early Diagnosis of Lung Cancer AAAI 2024
Stop! Planner Time: Metareasoning for Probabilistic Planning Using Learned Performance Profiles AAAI 2024
Improve Robustness of Reinforcement Learning against Observation Perturbations via l∞ Lipschitz Policy Networks AAAI 2024
Can You Rely on Synthetic Labellers in Preference-Based Reinforcement Learning? It’s Complicated AAAI 2024
Discerning Temporal Difference Learning AAAI 2024
Symmetric Q-learning: Reducing Skewness of Bellman Error in Online Reinforcement Learning AAAI 2024
Deep Reinforcement Learning for Communication Networks AAAI 2024
Deep Reinforcement Learning-based Dialogue Policy with Graph Convolutional Q-network COLING 2024
Multiagent Gumbel MuZero: Efficient Planning in Combinatorial Action Spaces AAAI 2024
No Prior Mask: Eliminate Redundant Action for Deep Reinforcement Learning AAAI 2024
Ethics in Action: Training Reinforcement Learning Agents for Moral Decision-making In Text-based Adventure Games AISTATS 2024