conftrace_

reinforcement learning

4352 papers

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Also known as

RL REINFORCE

Co-occurring keywords

large language model (13587) policy learning (702) markov decision process (790) policy optimization (657) policy gradient (520) deep reinforcement learning (903) multi-agent system (1819) imitation learning (744) regret bound (1926) language model (4599)

Papers

CEM: Constrained Entropy Maximization for Task-Agnostic Safe Exploration AAAI 2023

Scaling Marginalized Importance Sampling to High-Dimensional State-Spaces via State Abstraction AAAI 2023

Conceptual Reinforcement Learning for Language-Conditioned Tasks AAAI 2023

Adaptive Discrete Communication Bottlenecks with Dynamic Vector Quantization for Heterogeneous Representational Coarseness AAAI 2023

Local Explanations for Reinforcement Learning AAAI 2023

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

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

Off-Policy Proximal Policy Optimization AAAI 2023

Hypernetworks for Zero-Shot Transfer in Reinforcement Learning AAAI 2023

RSPT: Reconstruct Surroundings and Predict Trajectory for Generalizable Active Object Tracking AAAI 2023

Set-to-Sequence Ranking-Based Concept-Aware Learning Path Recommendation AAAI 2023

Learning Pessimism for Reinforcement Learning AAAI 2023

Goal-Conditioned Q-learning as Knowledge Distillation AAAI 2023

PowRL: A Reinforcement Learning Framework for Robust Management of Power Networks AAAI 2023

Bilinear Exponential Family of MDPs: Frequentist Regret Bound with Tractable Exploration & Planning AAAI 2023

SafeLight: A Reinforcement Learning Method toward Collision-Free Traffic Signal Control AAAI 2023

Online Reinforcement Learning with Uncertain Episode Lengths AAAI 2023

Instance-Dependent Confidence and Early Stopping for Reinforcement Learning JMLR 2023

LapGym - An Open Source Framework for Reinforcement Learning in Robot-Assisted Laparoscopic Surgery JMLR 2023

Off-Policy Actor-Critic with Emphatic Weightings JMLR 2023

Reinforcement Learning for Joint Optimization of Multiple Rewards JMLR 2023

Finding Regularized Competitive Equilibria of Heterogeneous Agent Macroeconomic Models via Reinforcement Learning AISTATS 2023

Coarse-Grained Smoothness for Reinforcement Learning in Metric Spaces AISTATS 2023

Online Defense Strategies for Reinforcement Learning Against Adaptive Reward Poisoning AISTATS 2023

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