policy gradients

4 papers

• Fair Cooperation in Mixed-Motive Games via Conflict-Aware Gradient Adjustment
• Global Convergence for Average Reward Constrained MDPs with Primal-Dual Actor Critic Algorithm
• Globally Optimal Policy Gradient Algorithms for Reinforcement Learning with PID Control Policies
• The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning