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Reinforcement Learning

767 directly classified papers

Papers per year

Papers

Gradient-Adaptive Pareto Optimization for Constrained Reinforcement Learning AAAI 2023

Offline Imitation Learning with Variational Counterfactual Reasoning NIPS 2023

Offline Imitation Learning with Suboptimal Demonstrations via Relaxed Distribution Matching AAAI 2023

Efficient Exploration in Resource-Restricted Reinforcement Learning AAAI 2023

State-Conditioned Adversarial Subgoal Generation AAAI 2023

Exploration via Epistemic Value Estimation AAAI 2023

Co-Speech Gesture Synthesis by Reinforcement Learning With Contrastive Pre-Trained Rewards CVPR 2023

Simultaneously Updating All Persistence Values in Reinforcement Learning AAAI 2023

Planning and Learning with Adaptive Lookahead AAAI 2023

Hypernetworks for Zero-Shot Transfer in Reinforcement Learning AAAI 2023

Bellman Meets Hawkes: Model-Based Reinforcement Learning via Temporal Point Processes AAAI 2023

Conceptual Reinforcement Learning for Language-Conditioned Tasks AAAI 2023

Provably Efficient Causal Model-Based Reinforcement Learning for Systematic Generalization AAAI 2023

Local Explanations for Reinforcement Learning AAAI 2023

Wasserstein Actor-Critic: Directed Exploration via Optimism for Continuous-Actions Control AAAI 2023

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

Weakly Coupled Deep Q-Networks NIPS 2023

Maximum State Entropy Exploration using Predecessor and Successor Representations NIPS 2023

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

Augmented Proximal Policy Optimization for Safe Reinforcement Learning AAAI 2023

Exploiting Multiple Abstractions in Episodic RL via Reward Shaping AAAI 2023