Artificial Intelligence › Core AI ›

Reinforcement Learning

767 directly classified papers

Papers per year

Papers

Reinforcement Learning for Solving Stochastic Vehicle Routing Problem ACML 2023

Policy-Independent Behavioral Metric-Based Representation for Deep Reinforcement Learning AAAI 2023

Reinforced Approximate Exploratory Data Analysis AAAI 2023

Fast Counterfactual Inference for History-Based Reinforcement Learning AAAI 2023

Goal-Conditioned Generators of Deep Policies AAAI 2023

Building Persona Consistent Dialogue Agents with Offline Reinforcement Learning EMNLP 2023

Hierarchical Adaptive Value Estimation for Multi-modal Visual Reinforcement Learning NIPS 2023

Incremental Reinforcement Learning with Dual-Adaptive ε-Greedy Exploration AAAI 2023

Augmented Proximal Policy Optimization for Safe Reinforcement Learning AAAI 2023

BIRD: Generalizable Backdoor Detection and Removal for Deep Reinforcement Learning NIPS 2023

Exploiting Multiple Abstractions in Episodic RL via Reward Shaping AAAI 2023

Global Convergence of Two-Timescale Actor-Critic for Solving Linear Quadratic Regulator AAAI 2023

Supervised Pretraining Can Learn In-Context Reinforcement Learning NIPS 2023

The Sufficiency of Off-Policyness and Soft Clipping: PPO Is Still Insufficient according to an Off-Policy Measure AAAI 2023

Achieving Zero Constraint Violation for Constrained Reinforcement Learning via Conservative Natural Policy Gradient Primal-Dual Algorithm AAAI 2023

Utilizing Prior Solutions for Reward Shaping and Composition in Entropy-Regularized Reinforcement Learning AAAI 2023

The Effect of Modeling Human Rationality Level on Learning Rewards from Multiple Feedback Types AAAI 2023

Towards Deployment-Efficient and Collision-Free Multi-Agent Path Finding (Student Abstract) AAAI 2023

Parameterizing Non-Parametric Meta-Reinforcement Learning Tasks via Subtask Decomposition NIPS 2023

AdapSafe: Adaptive and Safe-Certified Deep Reinforcement Learning-Based Frequency Control for Carbon-Neutral Power Systems AAAI 2023

Actional Atomic-Concept Learning for Demystifying Vision-Language Navigation AAAI 2023

Layout-Aware Dreamer for Embodied Visual Referring Expression Grounding AAAI 2023

Scalable Spatial Memory for Scene Rendering and Navigation AAAI 2023

Multi-Level Compositional Reasoning for Interactive Instruction Following AAAI 2023

A Machine with Short-Term, Episodic, and Semantic Memory Systems AAAI 2023