Tag: deep reinforcement learning
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New Simulated Robotics Environments & HER Release
Explore eight new robotics simulation environments and Hindsight Experience Replay (HER) to boost AI training and robotics research efficiency.
Key Insights on Meta-Reinforcement Learning for Exploration
Explore key strategies and challenges in meta-reinforcement learning to improve AI exploration, transfer learning, scalability, and evaluation metrics.
Reduce Variance in Policy Gradient with Action-Dependent Baselines
Learn how action-dependent factorized baselines reduce variance and improve stability in policy gradient reinforcement learning algorithms.
Retro Contest: Advancing Transfer Learning in AI
Join the Retro Contest to test and improve reinforcement learning algorithms' transfer learning abilities. Win prizes and publish your AI research.
Gotta Learn Fast: Benchmark for RL Generalization
Discover the Gotta Learn Fast benchmark to evaluate and improve generalization in reinforcement learning agents across diverse tasks.