soft actor-critic

Constraint-Aware Reinforcement Learning via Adaptive Action Scaling L4DC 2026 Back to Base: Towards Hands-Off Learning via Safe Resets with Reach-Avoid Safety Filters L4DC 2025 Hyperspherical Normalization for Scalable Deep Reinforcement Learning ICML 2025 Maximum Entropy Reinforcement Learning with Diffusion Policy ICML 2025 Off Policy Lyapunov Stability in Reinforcement Learning CoRL 2025 CALE: Continuous Arcade Learning Environment NeurIPS 2024 Goal Reduction with Loop-Removal Accelerates RL and Models Human Brain Activity in Goal-Directed Learning NeurIPS 2024 Improving Autonomous Separation Assurance through Distributed Reinforcement Learning with Attention Networks AAAI 2024 Overestimation, Overfitting, and Plasticity in Actor-Critic: the Bitter Lesson of Reinforcement Learning ICML 2024 Risk-sensitive control as inference with Rényi divergence NeurIPS 2024 RVI-SAC: Average Reward Off-Policy Deep Reinforcement Learning ICML 2024 S$2$AC: Energy-Based Reinforcement Learning with Stein Soft Actor Critic ICLR 2024 SpOiLer: Offline reinforcement learning using scaled penalties L4DC 2024 Anti-Exploration by Random Network Distillation ICML 2023 Can Agents Run Relay Race with Strangers? Generalization of RL to Out-of-Distribution Trajectories ICLR 2023 Hybrid Multi-agent Deep Reinforcement Learning for Autonomous Mobility on Demand Systems L4DC 2023 Disentangling Transfer in Continual Reinforcement Learning NeurIPS 2022 Experience Replay with Likelihood-free Importance Weights L4DC 2022 Look where you look! Saliency-guided Q-networks for generalization in visual Reinforcement Learning NeurIPS 2022 Mirror Descent Policy Optimization ICLR 2022 Value Function Decomposition for Iterative Design of Reinforcement Learning Agents NeurIPS 2022 Addressing Action Oscillations through Learning Policy Inertia AAAI 2021 A Max-Min Entropy Framework for Reinforcement Learning NeurIPS 2021 Control-Aware Representations for Model-based Reinforcement Learning ICLR 2021 Exploring Supervised and Unsupervised Rewards in Machine Translation EACL 2021