conftrace_

soft actor-critic

23 papers

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Also known as

SAC

Co-occurring keywords

reinforcement learning (4352) entropy regularization (132) continuous control (246) maximum entropy (91) deep reinforcement learning (903) off-policy learning (228) mutual information (724) markov decision process (790) policy gradient (520) variational inference (2069)

Papers

Risk-sensitive control as inference with Rényi divergence NIPS 2024
Improving Autonomous Separation Assurance through Distributed Reinforcement Learning with Attention Networks AAAI 2024
SpOiLer: Offline reinforcement learning using scaled penalties L4DC 2024
Goal Reduction with Loop-Removal Accelerates RL and Models Human Brain Activity in Goal-Directed Learning NIPS 2024
CALE: Continuous Arcade Learning Environment NIPS 2024
Anti-Exploration by Random Network Distillation ICML 2023
Hybrid Multi-agent Deep Reinforcement Learning for Autonomous Mobility on Demand Systems L4DC 2023
Disentangling Transfer in Continual Reinforcement Learning NIPS 2022
Value Function Decomposition for Iterative Design of Reinforcement Learning Agents NIPS 2022
Look where you look! Saliency-guided Q-networks for generalization in visual Reinforcement Learning NIPS 2022
Addressing Action Oscillations through Learning Policy Inertia AAAI 2021
Exploring Supervised and Unsupervised Rewards in Machine Translation EACL 2021
A Max-Min Entropy Framework for Reinforcement Learning NIPS 2021
Low-Precision Reinforcement Learning: Running Soft Actor-Critic in Half Precision ICML 2021
On the Model-Based Stochastic Value Gradient for Continuous Reinforcement Learning L4DC 2021
AR-DAE: Towards Unbiased Neural Entropy Gradient Estimation ICML 2020
On the Convergence of Smooth Regularized Approximate Value Iteration Schemes NIPS 2020
Learning a Decentralized Multi-Arm Motion Planner CORL 2020
Predictive Information Accelerates Learning in RL NIPS 2020
Mutual-Information Regularization in Markov Decision Processes and Actor-Critic Learning CORL 2019
Path Consistency Learning in Tsallis Entropy Regularized MDPs ICML 2018
Variational Inference with Tail-adaptive f-Divergence NIPS 2018
Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor ICML 2018